Pandas Profiling Report

Dataset info

Number of variables	135
Number of observations	120439
Missing cells	8709931 (53.6%)
Duplicate rows	0 (0.0%)
Total size in memory	124.0 MiB
Average record size in memory	1.1 KiB

Variables types

Numeric	44
Categorical	69
Boolean	12
Date	0
URL	0
Text (Unique)	0
Rejected	10
Unsupported	0

Warnings

`addnotes` has a high cardinality: 14420 distinct values	Warning
`addnotes` has 93176 (77.4%) missing values	Missing
`alternative` has 101347 (84.1%) missing values	Missing
`alternative_txt` has 101347 (84.1%) missing values	Missing
`approxdate` has a high cardinality: 2220 distinct values	Warning
`approxdate` has 111228 (92.4%) missing values	Missing
`attacktype2` has 114175 (94.8%) missing values	Missing
`attacktype2_txt` has 114175 (94.8%) missing values	Missing
`attacktype3` has 120014 (> 99.9%) missing values	Missing
`attacktype3_txt` has 120014 (> 99.9%) missing values	Missing
`city` has a high cardinality: 28165 distinct values	Warning
`claim2` has 118569 (> 99.9%) missing values	Missing
`claim3` has 120129 (> 99.9%) missing values	Missing
`claimed` has 6204 (5.2%) missing values	Missing
`claimmode` has 101692 (84.4%) missing values	Missing
`claimmode2` has 119841 (> 99.9%) missing values	Missing
`claimmode2_txt` has 119841 (> 99.9%) missing values	Missing
`claimmode3` has 120314 (> 99.9%) missing values	Missing
`claimmode3_txt` has 120314 (> 99.9%) missing values	Missing
`claimmode_txt` has 101692 (84.4%) missing values	Missing
`compclaim` has 115653 (> 99.9%) missing values	Missing
`corp1` has a high cardinality: 23871 distinct values	Warning
`corp1` has 13165 (10.9%) missing values	Missing
`corp2` has a high cardinality: 2391 distinct values	Warning
`corp2` has 110738 (91.9%) missing values	Missing
`corp3` has a high cardinality: 377 distinct values	Warning
`corp3` has 119473 (> 99.9%) missing values	Missing
`country_txt` has a high cardinality: 176 distinct values	Warning
`divert` has a high cardinality: 52 distinct values	Warning
`divert` has 120275 (> 99.9%) missing values	Missing
`gname` has a high cardinality: 1786 distinct values	Warning
`gname2` has a high cardinality: 386 distinct values	Warning
`gname2` has 118566 (> 99.9%) missing values	Missing
`gname3` has a high cardinality: 112 distinct values	Warning
`gname3` has 120126 (> 99.9%) missing values	Missing
`gsubname` has a high cardinality: 866 distinct values	Warning
`gsubname` has 116970 (> 99.9%) missing values	Missing
`gsubname2` has a high cardinality: 60 distinct values	Warning
`gsubname2` has 120281 (> 99.9%) missing values	Missing
`gsubname3` has 120419 (> 99.9%) missing values	Missing
`guncertain2` has 118624 (> 99.9%) missing values	Missing
`guncertain3` has 120130 (> 99.9%) missing values	Missing
`hostkidoutcome` has 110906 (92.1%) missing values	Missing
`hostkidoutcome_txt` has 110906 (92.1%) missing values	Missing
`INT_IDEO` is highly correlated with `INT_ANY` (ρ = 0.91075)	Rejected
`INT_LOG` is highly correlated with `INT_IDEO` (ρ = 0.99728)	Rejected
`iyear` is highly correlated with `eventid` (ρ = 0.99998)	Rejected
`kidhijcountry` has a high cardinality: 84 distinct values	Warning
`kidhijcountry` has 119726 (> 99.9%) missing values	Missing
`latitude` has 1284 (< 0.1%) missing values	Missing
`location` has a high cardinality: 43514 distinct values	Warning
`location` has 65752 (54.6%) missing values	Missing
`longitude` has 1284 (< 0.1%) missing values	Missing
`motive` has a high cardinality: 14026 distinct values	Warning
`motive` has 70924 (58.9%) missing values	Missing
`natlty1` has 1209 (< 0.1%) missing values	Missing
`natlty1_txt` has a high cardinality: 196 distinct values	Warning
`natlty1_txt` has 1209 (< 0.1%) missing values	Missing
`natlty2` has 110200 (91.5%) missing values	Missing
`natlty2_txt` has a high cardinality: 144 distinct values	Warning
`natlty2_txt` has 110200 (91.5%) missing values	Missing
`natlty3` has 119392 (> 99.9%) missing values	Missing
`natlty3_txt` has a high cardinality: 96 distinct values	Warning
`natlty3_txt` has 119392 (> 99.9%) missing values	Missing
`ndays` has 113272 (94.0%) missing values	Missing
`nhostkid` is highly skewed (γ1 = 31.799)	Skewed
`nhostkid` has 110553 (91.8%) missing values	Missing
`nhostkidus` has 9600 (8.0%) zeros	Zeros
`nhostkidus` has 110608 (91.8%) missing values	Missing
`nhours` has 117610 (> 99.9%) missing values	Missing
`nkill` is highly skewed (γ1 = 55.359)	Skewed
`nkill` has 55602 (46.2%) zeros	Zeros
`nkill` has 4404 (< 0.1%) missing values	Missing
`nkillter` is highly skewed (γ1 = 42.203)	Skewed
`nkillter` has 98935 (82.1%) zeros	Zeros
`nkillter` has 8820 (7.3%) missing values	Missing
`nkillus` is highly skewed (γ1 = 234.32)	Skewed
`nkillus` has 113414 (94.2%) zeros	Zeros
`nkillus` has 6414 (5.3%) missing values	Missing
`nperpcap` has 106081 (88.1%) zeros	Zeros
`nperpcap` has 9568 (7.9%) missing values	Missing
`nperps` is highly skewed (γ1 = 48.927)	Skewed
`nperps` has 18477 (15.3%) missing values	Missing
`nreleased` has 2284 (< 0.1%) zeros	Zeros
`nreleased` has 111154 (92.3%) missing values	Missing
`nwound` is highly skewed (γ1 = 167.74)	Skewed
`nwound` has 61825 (51.3%) zeros	Zeros
`nwound` has 8523 (7.1%) missing values	Missing
`nwoundte` is highly skewed (γ1 = 49.896)	Skewed
`nwoundte` has 107425 (89.2%) zeros	Zeros
`nwoundte` has 10665 (8.9%) missing values	Missing
`nwoundus` is highly skewed (γ1 = 111.95)	Skewed
`nwoundus` has 113441 (94.2%) zeros	Zeros
`nwoundus` has 6620 (5.5%) missing values	Missing
`propcomment` has a high cardinality: 16615 distinct values	Warning
`propcomment` has 65541 (54.4%) missing values	Missing
`propextent` has 73506 (61.0%) missing values	Missing
`propextent_txt` has 73506 (61.0%) missing values	Missing
`propvalue` is highly skewed (γ1 = 142.13)	Skewed
`propvalue` has 91477 (76.0%) missing values	Missing
`provstate` has a high cardinality: 2357 distinct values	Warning
`ransom` has 103945 (86.3%) missing values	Missing
`ransomamt` has 119690 (> 99.9%) missing values	Missing
`ransomamtus` has 119877 (> 99.9%) missing values	Missing
`ransomnote` has a high cardinality: 383 distinct values	Warning
`ransomnote` has 119931 (> 99.9%) missing values	Missing
`ransompaid` is highly skewed (γ1 = 24.755)	Skewed
`ransompaid` has 119802 (> 99.9%) missing values	Missing
`ransompaidus` is highly skewed (γ1 = 21.016)	Skewed
`ransompaidus` has 119891 (> 99.9%) missing values	Missing
`related` has a high cardinality: 9499 distinct values	Warning
`related` has 101474 (84.3%) missing values	Missing
`resolution` has a high cardinality: 921 distinct values	Warning
`resolution` has 119308 (> 99.9%) missing values	Missing
`scite1` has a high cardinality: 83334 distinct values	Warning
`scite1` has 6268 (5.2%) missing values	Missing
`scite2` has a high cardinality: 61598 distinct values	Warning
`scite2` has 44698 (37.1%) missing values	Missing
`scite3` has a high cardinality: 35693 distinct values	Warning
`scite3` has 77776 (64.6%) missing values	Missing
`summary` has a high cardinality: 111199 distinct values	Warning
`summary` has 6206 (5.2%) missing values	Missing
`target1` has a high cardinality: 52162 distinct values	Warning
`target2` has a high cardinality: 4546 distinct values	Warning
`target2` has 109994 (91.3%) missing values	Missing
`target3` has a high cardinality: 643 distinct values	Warning
`target3` has 119363 (> 99.9%) missing values	Missing
`targsubtype1` has 7600 (6.3%) missing values	Missing
`targsubtype1_txt` has a high cardinality: 113 distinct values	Warning
`targsubtype1_txt` has 7600 (6.3%) missing values	Missing
`targsubtype2` has 110243 (91.5%) missing values	Missing
`targsubtype2_txt` has a high cardinality: 107 distinct values	Warning
`targsubtype2_txt` has 110243 (91.5%) missing values	Missing
`targsubtype3` has 119419 (> 99.9%) missing values	Missing
`targsubtype3_txt` has a high cardinality: 91 distinct values	Warning
`targsubtype3_txt` has 119419 (> 99.9%) missing values	Missing
`targtype1` is highly correlated with `targsubtype1` (ρ = 0.98007)	Rejected
`targtype2` is highly correlated with `targsubtype2` (ρ = 0.97232)	Rejected
`targtype2_txt` has 109951 (91.3%) missing values	Missing
`targtype3` is highly correlated with `targsubtype3` (ρ = 0.97418)	Rejected
`targtype3_txt` has 119364 (> 99.9%) missing values	Missing
`weapdetail` has a high cardinality: 17019 distinct values	Warning
`weapdetail` has 61850 (51.4%) missing values	Missing
`weapsubtype1` has 10733 (8.9%) missing values	Missing
`weapsubtype1_txt` has 10733 (8.9%) missing values	Missing
`weapsubtype2` has 111664 (92.7%) missing values	Missing
`weapsubtype2_txt` has 111664 (92.7%) missing values	Missing
`weapsubtype3` has 119098 (> 99.9%) missing values	Missing
`weapsubtype3_txt` has 119098 (> 99.9%) missing values	Missing
`weapsubtype4` is highly correlated with `targtype2` (ρ = 1)	Rejected
`weapsubtype4_txt` has 120433 (> 99.9%) missing values	Missing
`weaptype2` is highly correlated with `weapsubtype2` (ρ = 0.93707)	Rejected
`weaptype2_txt` has 110642 (91.9%) missing values	Missing
`weaptype3` is highly correlated with `weapsubtype3` (ρ = 0.97232)	Rejected
`weaptype3_txt` has 118988 (> 99.9%) missing values	Missing
`weaptype4` is highly correlated with `weapsubtype4` (ρ = 0.99355)	Rejected
`weaptype4_txt` has 120434 (> 99.9%) missing values	Missing

addnotes
Categorical

Distinct count	14420
Unique (%)	12.0%
Missing (%)	77.4%
Missing (n)	93176

Casualty numbers for this incident conflict across sources. Following GTD protocol, the majority reliable estimates are reported here.	1607
Casualty numbers for this incident conflict across sources. Following GTD protocol, the lowest reliable estimates are reported here.	1559
Casualty numbers for this incident conflict across sources. Following GTD protocol, the most recent reliable estimates are reported here.	567
Other values (14416)	23530
(Missing)	93176

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Casualty numbers for this incident conflict across sources. Following GTD protocol, the majority reliable estimates are reported here.	1607	< 0.1%
Casualty numbers for this incident conflict across sources. Following GTD protocol, the lowest reliable estimates are reported here.	1559	< 0.1%
Casualty numbers for this incident conflict across sources. Following GTD protocol, the most recent reliable estimates are reported here.	567	< 0.1%
Casualty numbers conflict across sources. Following GTD protocol, the lowest reliable estimates are reported here.	525	< 0.1%
Casualty numbers conflict across sources. Following GTD protocol, the majority reliable estimates are reported here.	456	< 0.1%
Casualty numbers for this incident conflict across sources. Following GTD protocol, the most reliable estimates are reported here.	451	< 0.1%
Casualty numbers for this attack conflict across sources. Following GTD protocol, the lowest reliable estimates are reported here.	331	< 0.1%
Casualty numbers for this attack conflict across sources. Following GTD protocol, the majority reliable estimates are reported here.	327	< 0.1%
Casualty numbers for this attack conflict across sources. Following GTD protocol, the majority estimates are reported here.	290	< 0.1%
This incident is part of a set of coordinated attacks in which both military and non-military entities were targeted.	251	< 0.1%
Other values (14409)	20899	17.4%
(Missing)	93176	77.4%

Max length	2043
Mean length	41.321
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

alternative
Numeric

Distinct count	6
Unique (%)	< 0.1%
Missing (%)	84.1%
Missing (n)	101347
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.3363
Minimum	1
Maximum	5
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
Median	1
Q3	1
95-th percentile	3
Maximum	5
Range	4
Interquartile range	0

Descriptive statistics

Standard deviation	0.77551
Coef of variation	0.58033
Kurtosis	8.5916
Mean	1.3363
MAD	0.52858
Skewness	2.8483
Sum	25513
Variance	0.60141
Memory size	941.1 KiB

Value	Count	Frequency (%)
1	15003	12.5%
2	2715	< 0.1%
3	736	< 0.1%
5	320	< 0.1%
4	318	< 0.1%
(Missing)	101347	84.1%

Minimum 5 values

Value	Count	Frequency (%)
1	15003	12.5%
2	2715	< 0.1%
3	736	< 0.1%
4	318	< 0.1%
5	320	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
5	320	< 0.1%
4	318	< 0.1%
3	736	< 0.1%
2	2715	< 0.1%
1	15003	12.5%

alternative_txt
Categorical

Distinct count	6
Unique (%)	< 0.1%
Missing (%)	84.1%
Missing (n)	101347

Insurgency/Guerilla Action	15003
Other Crime Type	2715
Intra/Inter-group Conflict	736
Other values (2)	638
(Missing)	101347

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Insurgency/Guerilla Action	15003	12.5%
Other Crime Type	2715	< 0.1%
Intra/Inter-group Conflict	736	< 0.1%
State Actors	320	< 0.1%
Lack of Intentionality	318	< 0.1%
(Missing)	101347	84.1%

Max length	26
Mean length	6.3728
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

approxdate
Categorical

Distinct count	2220
Unique (%)	< 0.1%
Missing (%)	92.4%
Missing (n)	111228

September 18-24, 2016	101
2016-12-01 00:00:00	85
2016-05-29 00:00:00	57
Other values (2216)	8968
(Missing)	111228

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
September 18-24, 2016	101	< 0.1%
2016-12-01 00:00:00	85	< 0.1%
2016-05-29 00:00:00	57	< 0.1%
2016-07-22 00:00:00	48	< 0.1%
2016-08-08 00:00:00	42	< 0.1%
2016-06-05 00:00:00	41	< 0.1%
2017-04-21 00:00:00	38	< 0.1%
2016-10-23 00:00:00	32	< 0.1%
2016-03-22 00:00:00	28	< 0.1%
July 1-14, 2014	27	< 0.1%
Other values (2209)	8712	7.2%
(Missing)	111228	92.4%

Max length	46
Mean length	4.2091
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

attacktype1
Numeric

Distinct count	9
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	3.3558
Minimum	1
Maximum	9
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
Median	3
Q3	3
95-th percentile	7
Maximum	9
Range	8
Interquartile range	1

Descriptive statistics

Standard deviation	1.8951
Coef of variation	0.56472
Kurtosis	1.8761
Mean	3.3558
MAD	1.3208
Skewness	1.5969
Sum	4.0417e+05
Variance	3.5914
Memory size	941.1 KiB

Value	Count	Frequency (%)
3	62397	51.8%
2	28512	23.7%
6	8640	7.2%
1	7930	6.6%
7	6198	5.1%
9	5306	< 0.1%
8	708	< 0.1%
5	386	< 0.1%
4	362	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
1	7930	6.6%
2	28512	23.7%
3	62397	51.8%
4	362	< 0.1%
5	386	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
9	5306	< 0.1%
8	708	< 0.1%
7	6198	5.1%
6	8640	7.2%
5	386	< 0.1%

attacktype1_txt
Categorical

Distinct count	9
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

Bombing/Explosion	62397
Armed Assault	28512
Hostage Taking (Kidnapping)	8640
Other values (6)	20890

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Bombing/Explosion	62397	51.8%
Armed Assault	28512	23.7%
Hostage Taking (Kidnapping)	8640	7.2%
Assassination	7930	6.6%
Facility/Infrastructure Attack	6198	5.1%
Unknown	5306	< 0.1%
Unarmed Assault	708	< 0.1%
Hostage Taking (Barricade Incident)	386	< 0.1%
Hijacking	362	< 0.1%

Max length	35
Mean length	16.757
Min length	7
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

attacktype2
Numeric

Distinct count	10
Unique (%)	< 0.1%
Missing (%)	94.8%
Missing (n)	114175
Infinite (%)	0.0%
Infinite (n)	0

Mean	3.7155
Minimum	1
Maximum	9
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	2
Q1	2
Median	2
Q3	7
95-th percentile	7
Maximum	9
Range	8
Interquartile range	5

Descriptive statistics

Standard deviation	2.2709
Coef of variation	0.6112
Kurtosis	-1.4745
Mean	3.7155
MAD	2.1233
Skewness	0.62445
Sum	23274
Variance	5.1571
Memory size	941.1 KiB

Value	Count	Frequency (%)
2	3412	< 0.1%
7	1633	< 0.1%
3	499	< 0.1%
6	478	< 0.1%
1	162	< 0.1%
5	37	< 0.1%
8	30	< 0.1%
4	10	< 0.1%
9	3	< 0.1%
(Missing)	114175	94.8%

Minimum 5 values

Value	Count	Frequency (%)
1	162	< 0.1%
2	3412	< 0.1%
3	499	< 0.1%
4	10	< 0.1%
5	37	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
9	3	< 0.1%
8	30	< 0.1%
7	1633	< 0.1%
6	478	< 0.1%
5	37	< 0.1%

attacktype2_txt
Categorical

Distinct count	10
Unique (%)	< 0.1%
Missing (%)	94.8%
Missing (n)	114175

Armed Assault	3412
Facility/Infrastructure Attack	1633
Bombing/Explosion	499
Other values (6)	720
(Missing)	114175

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Armed Assault	3412	< 0.1%
Facility/Infrastructure Attack	1633	< 0.1%
Bombing/Explosion	499	< 0.1%
Hostage Taking (Kidnapping)	478	< 0.1%
Assassination	162	< 0.1%
Hostage Taking (Barricade Incident)	37	< 0.1%
Unarmed Assault	30	< 0.1%
Hijacking	10	< 0.1%
Unknown	3	< 0.1%
(Missing)	114175	94.8%

Max length	35
Mean length	3.8295
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

attacktype3
Numeric

Distinct count	9
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	120014
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.2518
Minimum	1
Maximum	8
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	2
Q1	2
Median	7
Q3	7
95-th percentile	7
Maximum	8
Range	7
Interquartile range	5

Descriptive statistics

Standard deviation	2.2466
Coef of variation	0.42778
Kurtosis	-1.4135
Mean	5.2518
MAD	2.0753
Skewness	-0.68798
Sum	2232
Variance	5.0473
Memory size	941.1 KiB

Value	Count	Frequency (%)
7	228	< 0.1%
2	118	< 0.1%
6	53	< 0.1%
3	16	< 0.1%
1	4	< 0.1%
4	3	< 0.1%
5	2	< 0.1%
8	1	< 0.1%
(Missing)	120014	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
1	4	< 0.1%
2	118	< 0.1%
3	16	< 0.1%
4	3	< 0.1%
5	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
8	1	< 0.1%
7	228	< 0.1%
6	53	< 0.1%
5	2	< 0.1%
4	3	< 0.1%

attacktype3_txt
Categorical

Distinct count	9
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	120014

Facility/Infrastructure Attack	228
Armed Assault	118
Hostage Taking (Kidnapping)	53
Other values (5)	26
(Missing)	120014

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Facility/Infrastructure Attack	228	< 0.1%
Armed Assault	118	< 0.1%
Hostage Taking (Kidnapping)	53	< 0.1%
Bombing/Explosion	16	< 0.1%
Assassination	4	< 0.1%
Hijacking	3	< 0.1%
Hostage Taking (Barricade Incident)	2	< 0.1%
Unarmed Assault	1	< 0.1%
(Missing)	120014	> 99.9%

Max length	35
Mean length	3.0744
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

city
Categorical

Distinct count	28165
Unique (%)	23.4%
Missing (%)	< 0.1%
Missing (n)	434

Baghdad	7551
Unknown	5820
Mosul	2262
Other values (28161)	104372

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Baghdad	7551	6.3%
Unknown	5820	< 0.1%
Mosul	2262	< 0.1%
Karachi	1784	< 0.1%
Mogadishu	1503	< 0.1%
Kirkuk	921	< 0.1%
Benghazi	839	< 0.1%
Quetta	788	< 0.1%
Baqubah	745	< 0.1%
Peshawar	731	< 0.1%
Other values (28154)	97061	80.6%

Max length	65
Mean length	8.5183
Min length	2
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

claim2
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	118569

0	1260
1	594
-9	16
(Missing)	118569

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
0	1260	< 0.1%
1	594	< 0.1%
-9	16	< 0.1%
(Missing)	118569	> 99.9%

Max length	4
Mean length	3.0001
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

claim3
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	120129

0	187
1	123
(Missing)	120129

Toggle details

Value	Count	Frequency (%)
0	187	< 0.1%
1	123	< 0.1%
(Missing)	120129	> 99.9%

claimed
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	5.2%
Missing (n)	6204

0	94128
1	18673
-9	1434
(Missing)	6204

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
0	94128	78.2%
1	18673	15.5%
-9	1434	< 0.1%
(Missing)	6204	5.2%

Max length	4
Mean length	3.0119
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

claimmode
Numeric

Distinct count	11
Unique (%)	< 0.1%
Missing (%)	84.4%
Missing (n)	101692
Infinite (%)	0.0%
Infinite (n)	0

Mean	7.0686
Minimum	1
Maximum	10
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	2
Q1	7
Median	8
Q3	8
95-th percentile	10
Maximum	10
Range	9
Interquartile range	1

Descriptive statistics

Standard deviation	2.4396
Coef of variation	0.34513
Kurtosis	-0.07021
Mean	7.0686
MAD	1.8368
Skewness	-0.83295
Sum	1.3252e+05
Variance	5.9514
Memory size	941.1 KiB

Value	Count	Frequency (%)
8	5189	< 0.1%
7	4506	< 0.1%
10	3948	< 0.1%
2	1699	< 0.1%
5	1120	< 0.1%
4	1076	< 0.1%
9	420	< 0.1%
6	354	< 0.1%
1	265	< 0.1%
3	170	< 0.1%
(Missing)	101692	84.4%

Minimum 5 values

Value	Count	Frequency (%)
1	265	< 0.1%
2	1699	< 0.1%
3	170	< 0.1%
4	1076	< 0.1%
5	1120	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
10	3948	< 0.1%
9	420	< 0.1%
8	5189	< 0.1%
7	4506	< 0.1%
6	354	< 0.1%

claimmode2
Numeric

Distinct count	10
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	119841
Infinite (%)	0.0%
Infinite (n)	0

Mean	7.2241
Minimum	1
Maximum	10
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	2
Q1	6
Median	7
Q3	10
95-th percentile	10
Maximum	10
Range	9
Interquartile range	4

Descriptive statistics

Standard deviation	2.7369
Coef of variation	0.37886
Kurtosis	-0.46954
Mean	7.2241
MAD	2.1632
Skewness	-0.76968
Sum	4320
Variance	7.4907
Memory size	941.1 KiB

Value	Count	Frequency (%)
10	206	< 0.1%
7	153	< 0.1%
8	76	< 0.1%
2	61	< 0.1%
4	49	< 0.1%
6	18	< 0.1%
1	14	< 0.1%
5	12	< 0.1%
9	9	< 0.1%
(Missing)	119841	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
1	14	< 0.1%
2	61	< 0.1%
4	49	< 0.1%
5	12	< 0.1%
6	18	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
10	206	< 0.1%
9	9	< 0.1%
8	76	< 0.1%
7	153	< 0.1%
6	18	< 0.1%

claimmode2_txt
Categorical

Distinct count	10
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	119841

Unknown	206
Posted to website, blog, etc.	153
Personal claim	76
Other values (6)	163
(Missing)	119841

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Unknown	206	< 0.1%
Posted to website, blog, etc.	153	< 0.1%
Personal claim	76	< 0.1%
Call (post-incident)	61	< 0.1%
E-mail	49	< 0.1%
Video	18	< 0.1%
Letter	14	< 0.1%
Note left at scene	12	< 0.1%
Other	9	< 0.1%
(Missing)	119841	> 99.9%

Max length	29
Mean length	3.0589
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

claimmode3
Numeric

Distinct count	9
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	120314
Infinite (%)	0.0%
Infinite (n)	0

Mean	6.648
Minimum	1
Maximum	10
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	2
Q1	4
Median	7
Q3	10
95-th percentile	10
Maximum	10
Range	9
Interquartile range	6

Descriptive statistics

Standard deviation	2.9051
Coef of variation	0.43699
Kurtosis	-1.0773
Mean	6.648
MAD	2.4411
Skewness	-0.49386
Sum	831
Variance	8.4396
Memory size	941.1 KiB

Value	Count	Frequency (%)
10	32	< 0.1%
7	27	< 0.1%
8	23	< 0.1%
2	21	< 0.1%
4	16	< 0.1%
6	2	< 0.1%
1	2	< 0.1%
9	2	< 0.1%
(Missing)	120314	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
1	2	< 0.1%
2	21	< 0.1%
4	16	< 0.1%
6	2	< 0.1%
7	27	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
10	32	< 0.1%
9	2	< 0.1%
8	23	< 0.1%
7	27	< 0.1%
6	2	< 0.1%

claimmode3_txt
Categorical

Distinct count	9
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	120314

Unknown	32
Posted to website, blog, etc.	27
Personal claim	23
Other values (5)	43
(Missing)	120314

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Unknown	32	< 0.1%
Posted to website, blog, etc.	27	< 0.1%
Personal claim	23	< 0.1%
Call (post-incident)	21	< 0.1%
E-mail	16	< 0.1%
Video	2	< 0.1%
Other	2	< 0.1%
Letter	2	< 0.1%
(Missing)	120314	> 99.9%

Max length	29
Mean length	3.0125
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

claimmode_txt
Categorical

Distinct count	11
Unique (%)	< 0.1%
Missing (%)	84.4%
Missing (n)	101692

Personal claim	5189
Posted to website, blog, etc.	4506
Unknown	3948
Other values (7)	5104
(Missing)	101692

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Personal claim	5189	< 0.1%
Posted to website, blog, etc.	4506	< 0.1%
Unknown	3948	< 0.1%
Call (post-incident)	1699	< 0.1%
Note left at scene	1120	< 0.1%
E-mail	1076	< 0.1%
Other	420	< 0.1%
Video	354	< 0.1%
Letter	265	< 0.1%
Call (pre-incident)	170	< 0.1%
(Missing)	101692	84.4%

Max length	29
Mean length	5.0259
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

compclaim
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	115653

-9	3434
0	923
1	429
(Missing)	115653

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
-9	3434	< 0.1%
0	923	< 0.1%
1	429	< 0.1%
(Missing)	115653	> 99.9%

Max length	4
Mean length	3.0285
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

corp1
Categorical

Distinct count	23871
Unique (%)	19.8%
Missing (%)	10.9%
Missing (n)	13165

Unknown	15882
Not Applicable	12787
Iraqi Police Service (IPS)	3286
Other values (23867)	75319
(Missing)	13165

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Unknown	15882	13.2%
Not Applicable	12787	10.6%
Iraqi Police Service (IPS)	3286	< 0.1%
Civilians	2781	< 0.1%
Afghan Police	2188	< 0.1%
Iraqi Army	1348	< 0.1%
Iraqi Armed Forces	1185	< 0.1%
Pakistani Police	1101	< 0.1%
Afghan National Army (ANA)	828	< 0.1%
North Atlantic Treaty Organization (NATO): International Security Assistance Force (ISAF)	808	< 0.1%
Other values (23860)	65080	54.0%
(Missing)	13165	10.9%

Max length	182
Mean length	17.524
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

corp2
Categorical

Distinct count	2391
Unique (%)	< 0.1%
Missing (%)	91.9%
Missing (n)	110738

Not Applicable	3289
Unknown	852
Civilians	700
Other values (2387)	4860
(Missing)	110738

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Not Applicable	3289	< 0.1%
Unknown	852	< 0.1%
Civilians	700	< 0.1%
Iraqi Volunteer Forces	181	< 0.1%
Somali National Army (SNA)	119	< 0.1%
Afghan Police	103	< 0.1%
Iraqi Armed Forces	86	< 0.1%
Iraqi Police Service (IPS)	86	< 0.1%
Civilian	80	< 0.1%
Somali Armed Forces (SAF)	67	< 0.1%
Other values (2380)	4138	< 0.1%
(Missing)	110738	91.9%

Max length	99
Mean length	4.1227
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

corp3
Categorical

Distinct count	377
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	119473

Not Applicable	312
Unknown	84
Civilians	75
Other values (373)	495
(Missing)	119473

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Not Applicable	312	< 0.1%
Unknown	84	< 0.1%
Civilians	75	< 0.1%
Christian Religious Denomination	25	< 0.1%
Afghan Police	11	< 0.1%
Civilian	10	< 0.1%
Iraqi Volunteer Forces	7	< 0.1%
Etisalat	6	< 0.1%
Sahwa Council	6	< 0.1%
National Directorate of Security (NDS)	5	< 0.1%
Other values (366)	425	< 0.1%
(Missing)	119473	> 99.9%

Max length	78
Mean length	3.1079
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

country
Numeric

Distinct count	176
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	122.79
Minimum	4
Maximum	1004
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	4
5-th percentile	4
Q1	92
Median	95
Q3	160
95-th percentile	228
Maximum	1004
Range	1000
Interquartile range	68

Descriptive statistics

Standard deviation	97.188
Coef of variation	0.7915
Kurtosis	28.553
Mean	122.79
MAD	61.872
Skewness	3.8886
Sum	1.4789e+07
Variance	9445.5
Memory size	941.1 KiB

Value	Count	Frequency (%)
95	24527	20.4%
153	13013	10.8%
4	12622	10.5%
92	9497	7.9%
160	5087	< 0.1%
182	4013	< 0.1%
147	3877	< 0.1%
205	3670	< 0.1%
45	3320	< 0.1%
228	3291	< 0.1%
Other values (166)	37522	31.2%

Minimum 5 values

Value	Count	Frequency (%)
4	12622	10.5%
5	72	< 0.1%
6	2080	< 0.1%
8	144	< 0.1%
11	55	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1004	225	< 0.1%
1003	196	< 0.1%
1002	5	< 0.1%
1001	12	< 0.1%
604	18	< 0.1%

country_txt
Categorical

Distinct count	176
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

Iraq	24527
Pakistan	13013
Afghanistan	12622
Other values (173)	70277

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Iraq	24527	20.4%
Pakistan	13013	10.8%
Afghanistan	12622	10.5%
India	9497	7.9%
Philippines	5087	< 0.1%
Somalia	4013	< 0.1%
Nigeria	3877	< 0.1%
Thailand	3670	< 0.1%
Colombia	3320	< 0.1%
Yemen	3291	< 0.1%
Other values (166)	37522	31.2%

Max length	32
Mean length	7.3166
Min length	4
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

crit1
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

1	119090
0	1349

Toggle details

Value	Count	Frequency (%)
1	119090	> 99.9%
0	1349	< 0.1%

crit2
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

1	119795
0	644

Toggle details

Value	Count	Frequency (%)
1	119795	> 99.9%
0	644	< 0.1%

crit3
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

1	106262
0	14177

Toggle details

Value	Count	Frequency (%)
1	106262	88.2%
0	14177	11.8%

dbsource
Categorical

Distinct count	18
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

START Primary Collection	78002
ISVG	17207
CETIS	16163
Other values (15)	9067

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
START Primary Collection	78002	64.8%
ISVG	17207	14.3%
CETIS	16163	13.4%
PGIS	6187	5.1%
UMD Schmid 2012	1165	< 0.1%
UMD Algeria 2010-2012	847	< 0.1%
UMD Sri Lanka 2011	376	< 0.1%
UMD Miscellaneous	158	< 0.1%
UMD JTMM Nepal 2012	104	< 0.1%
Eco Project 2010	102	< 0.1%
Other values (8)	128	< 0.1%

Max length	40
Mean length	17.418
Min length	4
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

divert
Categorical

Distinct count	52
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	120275

Unknown	27
Afghanistan	11
South Sudan	11
Other values (48)	115
(Missing)	120275

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Unknown	27	< 0.1%
Afghanistan	11	< 0.1%
South Sudan	11	< 0.1%
Iraq	9	< 0.1%
Bangladesh	8	< 0.1%
Mali	7	< 0.1%
Philippines	7	< 0.1%
Pakistan	6	< 0.1%
Nepal	5	< 0.1%
Somalia	5	< 0.1%
Other values (41)	68	< 0.1%
(Missing)	120275	> 99.9%

Max length	24
Mean length	3.007
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

doubtterr
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	< 0.1%
Missing (n)	1

0	99157
1	19086
-9	2195
(Missing)	1

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
0	99157	82.3%
1	19086	15.8%
-9	2195	< 0.1%
(Missing)	1	< 0.1%

Max length	4
Mean length	3.0182
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

eventid
Numeric

Distinct count	120439
Unique (%)	100.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.0112e+11
Minimum	1.996e+11
Maximum	2.0171e+11
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1.996e+11
5-th percentile	1.9971e+11
Q1	2.009e+11
Median	2.0131e+11
Q3	2.0151e+11
95-th percentile	2.0171e+11
Maximum	2.0171e+11
Range	2.1113e+09
Interquartile range	6.0402e+08

Descriptive statistics

Standard deviation	5.5928e+08
Coef of variation	0.0027808
Kurtosis	0.79184
Mean	2.0112e+11
MAD	4.3784e+08
Skewness	-1.2992
Sum	2.4223e+16
Variance	3.1279e+17
Memory size	941.1 KiB

Value	Count	Frequency (%)
2.0171e+11	1	< 0.1%
2.017e+11	1	< 0.1%
2.0011e+11	1	< 0.1%
1.9981e+11	1	< 0.1%
2.0131e+11	1	< 0.1%
2.0141e+11	1	< 0.1%
2.0101e+11	1	< 0.1%
2.0091e+11	1	< 0.1%
2.0161e+11	1	< 0.1%
2.0131e+11	1	< 0.1%
Other values (120429)	120429	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
1.996e+11	1	< 0.1%
1.996e+11	1	< 0.1%
1.996e+11	1	< 0.1%
1.996e+11	1	< 0.1%
1.996e+11	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2.0171e+11	1	< 0.1%
2.0171e+11	1	< 0.1%
2.0171e+11	1	< 0.1%
2.0171e+11	1	< 0.1%
2.0171e+11	1	< 0.1%

extended
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	113288
1	7151

Toggle details

Value	Count	Frequency (%)
0	113288	94.1%
1	7151	5.9%

gname
Categorical

Distinct count	1786
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

Unknown	63052
Taliban	7474
Islamic State of Iraq and the Levant (ISIL)	5613
Other values (1783)	44300

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Unknown	63052	52.4%
Taliban	7474	6.2%
Islamic State of Iraq and the Levant (ISIL)	5613	< 0.1%
Al-Shabaab	3288	< 0.1%
Boko Haram	2418	< 0.1%
Communist Party of India - Maoist (CPI-Maoist)	1878	< 0.1%
New People's Army (NPA)	1806	< 0.1%
Maoists	1619	< 0.1%
Revolutionary Armed Forces of Colombia (FARC)	1553	< 0.1%
Tehrik-i-Taliban Pakistan (TTP)	1351	< 0.1%
Other values (1776)	30387	25.2%

Max length	98
Mean length	15.855
Min length	2
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

gname2
Categorical

Distinct count	386
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	118566

Al-Nusrah Front	56
Khorasan Chapter of the Islamic State	53
Badr Brigades	52
Other values (382)	1712
(Missing)	118566

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Al-Nusrah Front	56	< 0.1%
Khorasan Chapter of the Islamic State	53	< 0.1%
Badr Brigades	52	< 0.1%
Islamic State of Iraq and the Levant (ISIL)	47	< 0.1%
National Liberation Army of Colombia (ELN)	45	< 0.1%
Tehrik-i-Taliban Pakistan (TTP)	44	< 0.1%
Lashkar-e-Taiba (LeT)	42	< 0.1%
Taliban	42	< 0.1%
Lashkar-e-Jhangvi	40	< 0.1%
Palestinian Islamic Jihad (PIJ)	37	< 0.1%
Other values (375)	1415	< 0.1%
(Missing)	118566	> 99.9%

Max length	100
Mean length	3.375
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

gname3
Categorical

Distinct count	112
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	120126

Free Syrian Army	19
Jaish-e-Mohammad (JeM)	18
Islamic State of Iraq and the Levant (ISIL)	16
Other values (108)	260
(Missing)	120126

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Free Syrian Army	19	< 0.1%
Jaish-e-Mohammad (JeM)	18	< 0.1%
Islamic State of Iraq and the Levant (ISIL)	16	< 0.1%
National Democratic Alliance Army (NDAA-ESSA)	15	< 0.1%
Lashkar-e-Taiba (LeT)	13	< 0.1%
Ahrar al-Sham	12	< 0.1%
Al-Nusrah Front	11	< 0.1%
Abu Sayyaf Group (ASG)	9	< 0.1%
Jaysh al-Islam (Syria)	8	< 0.1%
Maoist Communist Central of Nepal (MCCN)	8	< 0.1%
Other values (101)	184	< 0.1%
(Missing)	120126	> 99.9%

Max length	55
Mean length	3.0592
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

gsubname
Categorical

Distinct count	866
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	116970

Jamaat-ul-Ahrar	119
Nineveh Province of the Islamic State	102
Rebels	96
Other values (862)	3152
(Missing)	116970

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Jamaat-ul-Ahrar	119	< 0.1%
Nineveh Province of the Islamic State	102	< 0.1%
Rebels	96	< 0.1%
Baghdad Province of the Islamic State	92	< 0.1%
Diyala Province of the Islamic State	68	< 0.1%
Al Anbar Province of the Islamic State	59	< 0.1%
Activists	57	< 0.1%
Militants	51	< 0.1%
Songbijit Faction	47	< 0.1%
Ezzedine al-Qassam Brigades	44	< 0.1%
Other values (855)	2734	< 0.1%
(Missing)	116970	> 99.9%

Max length	119
Mean length	3.625
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

gsubname2
Categorical

Distinct count	60
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	120281

The Family	19
Jamaat-ul-Ahrar	13
Intifadat Ahrar al-Iraq	10
Other values (56)	116
(Missing)	120281

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
The Family	19	< 0.1%
Jamaat-ul-Ahrar	13	< 0.1%
Intifadat Ahrar al-Iraq	10	< 0.1%
al-Quds Brigades	10	< 0.1%
Forces for the Defense of Democracy (FDD)	9	< 0.1%
Ezzedine al-Qassam Brigades	8	< 0.1%
Fidayeen	8	< 0.1%
Al-Nusrah Front in Lebanon	7	< 0.1%
Al-Alami	5	< 0.1%
Suqour al-Sham	4	< 0.1%
Other values (49)	65	< 0.1%
(Missing)	120281	> 99.9%

Max length	58
Mean length	3.0218
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

gsubname3
Categorical

Distinct count	15
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	120419

Jaysh al-Nukhba; Al-Izzah	5
Ezzedine al-Qassam Brigades	2
Al-Rahman Corps	2
Other values (11)	11
(Missing)	120419

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Jaysh al-Nukhba; Al-Izzah	5	< 0.1%
Ezzedine al-Qassam Brigades	2	< 0.1%
Al-Rahman Corps	2	< 0.1%
Jihad Jibril	1	< 0.1%
Commander Ibn al-Khattab	1	< 0.1%
Al-Alami	1	< 0.1%
Ahrar al-Sham	1	< 0.1%
Jaish al-Muhajireen wal-Ansar (Muhajireen Army)	1	< 0.1%
Paresh Barua	1	< 0.1%
The Fastaqim Kama Umirta Gathering	1	< 0.1%
Other values (4)	4	< 0.1%
(Missing)	120419	> 99.9%

Max length	47
Mean length	3.0033
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

guncertain1
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	< 0.1%
Missing (n)	380

0	108124
1	11935
(Missing)	380

Toggle details

Value	Count	Frequency (%)
0	108124	89.8%
1	11935	9.9%
(Missing)	380	< 0.1%

guncertain2
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	118624

0	1322
1	493
(Missing)	118624

Toggle details

Value	Count	Frequency (%)
0	1322	< 0.1%
1	493	< 0.1%
(Missing)	118624	> 99.9%

guncertain3
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	120130

0	248
1	61
(Missing)	120130

Toggle details

Value	Count	Frequency (%)
0	248	< 0.1%
1	61	< 0.1%
(Missing)	120130	> 99.9%

hostkidoutcome
Numeric

Distinct count	8
Unique (%)	< 0.1%
Missing (%)	92.1%
Missing (n)	110906
Infinite (%)	0.0%
Infinite (n)	0

Mean	4.8637
Minimum	1
Maximum	7
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
Median	5
Q3	7
95-th percentile	7
Maximum	7
Range	6
Interquartile range	4

Descriptive statistics

Standard deviation	2.0125
Coef of variation	0.41378
Kurtosis	-1.4839
Mean	4.8637
MAD	1.8334
Skewness	-0.27662
Sum	46366
Variance	4.0501
Memory size	941.1 KiB

Value	Count	Frequency (%)
7	3530	< 0.1%
2	2304	< 0.1%
4	2128	< 0.1%
6	1003	< 0.1%
5	426	< 0.1%
3	123	< 0.1%
1	19	< 0.1%
(Missing)	110906	92.1%

Minimum 5 values

Value	Count	Frequency (%)
1	19	< 0.1%
2	2304	< 0.1%
3	123	< 0.1%
4	2128	< 0.1%
5	426	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
7	3530	< 0.1%
6	1003	< 0.1%
5	426	< 0.1%
4	2128	< 0.1%
3	123	< 0.1%

hostkidoutcome_txt
Categorical

Distinct count	8
Unique (%)	< 0.1%
Missing (%)	92.1%
Missing (n)	110906

Unknown	3530
Hostage(s) released by perpetrators	2304
Hostage(s) killed (not during rescue attempt)	2128
Other values (4)	1571
(Missing)	110906

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Unknown	3530	< 0.1%
Hostage(s) released by perpetrators	2304	< 0.1%
Hostage(s) killed (not during rescue attempt)	2128	< 0.1%
Combination	1003	< 0.1%
Successful Rescue	426	< 0.1%
Hostage(s) escaped (not during rescue attempt)	123	< 0.1%
Attempted Rescue	19	< 0.1%
(Missing)	110906	92.1%

Max length	46
Mean length	4.6336
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

iday
Numeric

Distinct count	32
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	15.563
Minimum	0
Maximum	31
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	2
Q1	8
Median	15
Q3	23
95-th percentile	29
Maximum	31
Range	31
Interquartile range	15

Descriptive statistics

Standard deviation	8.8187
Coef of variation	0.56663
Kurtosis	-1.1926
Mean	15.563
MAD	7.6322
Skewness	0.022427
Sum	1.8744e+06
Variance	77.77
Memory size	941.1 KiB

Value	Count	Frequency (%)
15	4184	< 0.1%
3	4106	< 0.1%
9	4049	< 0.1%
1	4042	< 0.1%
4	4041	< 0.1%
14	4032	< 0.1%
11	4023	< 0.1%
2	4021	< 0.1%
27	4015	< 0.1%
8	4009	< 0.1%
Other values (22)	79917	66.4%

Minimum 5 values

Value	Count	Frequency (%)
0	306	< 0.1%
1	4042	< 0.1%
2	4021	< 0.1%
3	4106	< 0.1%
4	4041	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
31	2149	< 0.1%
30	3443	< 0.1%
29	3697	< 0.1%
28	3978	< 0.1%
27	4015	< 0.1%

imonth
Numeric

Distinct count	12
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	6.4732
Minimum	1
Maximum	12
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
Median	6
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range	5

Descriptive statistics

Standard deviation	3.3849
Coef of variation	0.52291
Kurtosis	-1.1634
Mean	6.4732
MAD	2.9201
Skewness	0.0027721
Sum	7.7963e+05
Variance	11.458
Memory size	941.1 KiB

Value	Count	Frequency (%)
5	11109	9.2%
7	11031	9.2%
8	10748	8.9%
6	10296	8.5%
11	10159	8.4%
4	10137	8.4%
10	10068	8.4%
1	9995	8.3%
3	9713	8.1%
2	9187	7.6%
Other values (2)	17996	14.9%

Minimum 5 values

Value	Count	Frequency (%)
1	9995	8.3%
2	9187	7.6%
3	9713	8.1%
4	10137	8.4%
5	11109	9.2%

Maximum 5 values

Value	Count	Frequency (%)
12	8886	7.4%
11	10159	8.4%
10	10068	8.4%
9	9110	7.6%
8	10748	8.9%

individual
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	119986
1	453

Toggle details

Value	Count	Frequency (%)
0	119986	> 99.9%
1	453	< 0.1%

INT_ANY
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

-9	63706
0	34960
1	21773

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
-9	63706	52.9%
0	34960	29.0%
1	21773	18.1%

Max length	2
Mean length	1.5289
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	True

INT_IDEO
Highly correlated

This variable is highly correlated with INT_ANY and should be ignored for analysis

Correlation	0.91075

INT_LOG
Highly correlated

This variable is highly correlated with INT_IDEO and should be ignored for analysis

Correlation	0.99728

INT_MISC
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	110898
1	9385
-9	156

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
0	110898	92.1%
1	9385	7.8%
-9	156	< 0.1%

Max length	2
Mean length	1.0013
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	True

ishostkid
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	< 0.1%
Missing (n)	3

0	110233
1	9886
-9	317
(Missing)	3

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
0	110233	91.5%
1	9886	8.2%
-9	317	< 0.1%
(Missing)	3	< 0.1%

Max length	4
Mean length	3.0026
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

iyear
Highly correlated

This variable is highly correlated with eventid and should be ignored for analysis

Correlation	0.99998

kidhijcountry
Categorical

Distinct count	84
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	119726

Colombia	174
Unknown	88
Russia	39
Other values (80)	412
(Missing)	119726

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Colombia	174	< 0.1%
Unknown	88	< 0.1%
Russia	39	< 0.1%
Mexico	37	< 0.1%
Philippines	36	< 0.1%
Iraq	20	< 0.1%
Yemen	18	< 0.1%
Venezuela	16	< 0.1%
Afghanistan	16	< 0.1%
Guatemala	15	< 0.1%
Other values (73)	254	< 0.1%
(Missing)	119726	> 99.9%

Max length	32
Mean length	3.0282
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

latitude
Numeric

Distinct count	40195
Unique (%)	33.4%
Missing (%)	< 0.1%
Missing (n)	1284
Infinite (%)	0.0%
Infinite (n)	0

Mean	26.279
Minimum	-42.884
Maximum	74.634
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-42.884
5-th percentile	2.0598
Q1	15.19
Median	32.397
Q3	34.359
95-th percentile	43.25
Maximum	74.634
Range	117.52
Interquartile range	19.169

Descriptive statistics

Standard deviation	13.796
Coef of variation	0.52498
Kurtosis	0.83896
Mean	26.279
MAD	11.237
Skewness	-0.88675
Sum	3.1313e+06
Variance	190.33
Memory size	941.1 KiB

Value	Count	Frequency (%)
33.304	7483	6.2%
36.354	2244	< 0.1%
24.891	1810	< 0.1%
2.0598	1458	< 0.1%
35.452	903	< 0.1%
32.069	830	< 0.1%
30.201	777	< 0.1%
33.743	719	< 0.1%
34.006	694	< 0.1%
34.517	669	< 0.1%
Other values (40184)	101568	84.3%
(Missing)	1284	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
-42.884	1	< 0.1%
-42.25	1	< 0.1%
-41.286	10	< 0.1%
-41.257	1	< 0.1%
-41.15	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
74.634	1	< 0.1%
65.825	1	< 0.1%
65.683	1	< 0.1%
65.012	1	< 0.1%
64.624	1	< 0.1%

location
Categorical

Distinct count	43514
Unique (%)	36.1%
Missing (%)	54.6%
Missing (n)	65752

The attack took place in Baghdad, Baghdad, Iraq.	142
Belfast (Capital City)	98
The incident occurred at the Donetsk Sergey Prokofiev International Airport.	62
Other values (43510)	54385
(Missing)	65752

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
The attack took place in Baghdad, Baghdad, Iraq.	142	< 0.1%
Belfast (Capital City)	98	< 0.1%
The incident occurred at the Donetsk Sergey Prokofiev International Airport.	62	< 0.1%
The attack took place in Mosul, Ninawa, Iraq.	51	< 0.1%
The incident occurred in the Balad Ruz district.	48	< 0.1%
The incident occurred in the Shaab area of Adhamiyah neighborhood	40	< 0.1%
The incident occurred in the Al-Faris district.	39	< 0.1%
The attack took place in Kirkuk, At Ta'mim, Iraq.	39	< 0.1%
The incident occurred in the Hayy ath-Thawrah neighborhood.	38	< 0.1%
The incident occurred in the Abu Ghraib district.	35	< 0.1%
Other values (43503)	54095	44.9%
(Missing)	65752	54.6%

Max length	428
Mean length	27.018
Min length	2
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

longitude
Numeric

Distinct count	39811
Unique (%)	33.1%
Missing (%)	< 0.1%
Missing (n)	1284
Infinite (%)	0.0%
Infinite (n)	0

Mean	48.971
Minimum	-124.22
Maximum	179.37
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-124.22
5-th percentile	-6.3286
Q1	36.292
Median	44.584
Q3	70.797
95-th percentile	104.03
Maximum	179.37
Range	303.59
Interquartile range	34.505

Descriptive statistics

Standard deviation	39.489
Coef of variation	0.80638
Kurtosis	3.0346
Mean	48.971
MAD	27.447
Skewness	-1.1109
Sum	5.8352e+06
Variance	1559.4
Memory size	941.1 KiB

Value	Count	Frequency (%)
44.372	7483	6.2%
43.144	2244	< 0.1%
67.143	1810	< 0.1%
45.326	1458	< 0.1%
44.375	903	< 0.1%
20.151	830	< 0.1%
66.994	777	< 0.1%
44.624	719	< 0.1%
71.537	694	< 0.1%
69.147	669	< 0.1%
Other values (39800)	101568	84.3%
(Missing)	1284	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
-124.22	1	< 0.1%
-124.22	1	< 0.1%
-124.16	2	< 0.1%
-124.09	2	< 0.1%
-123.83	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
179.37	1	< 0.1%
179.34	1	< 0.1%
178.44	5	< 0.1%
177.45	1	< 0.1%
176.99	1	< 0.1%

motive
Categorical

Distinct count	14026
Unique (%)	11.6%
Missing (%)	58.9%
Missing (n)	70924

Unknown	14780
The specific motive for the attack is unknown.	14430
The specific motive is unknown; however, sources noted that the attack may have been part of a larger trend of violence related to Bangladesh's nationwide hartal, which began on January 6, 2015.	297
Other values (14022)	20008
(Missing)	70924

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Unknown	14780	12.3%
The specific motive for the attack is unknown.	14430	12.0%
The specific motive is unknown; however, sources noted that the attack may have been part of a larger trend of violence related to Bangladesh's nationwide hartal, which began on January 6, 2015.	297	< 0.1%
The specific motive for the attack is unknown..	148	< 0.1%
The specific motive for the attack is unknown or was not reported.	144	< 0.1%
The specific motive for the attack is unknown	73	< 0.1%
Part of a campaign by Islamic extremists to destabilize Algeria by weakening security forces protecting the 'apostate' Algerian government.	66	< 0.1%
The specific motive for the attack was political.	57	< 0.1%
The specific motive is unknown; however, sources suspected that the attack, which targeted members of the Sunni community, may have been part of a larger trend of sectarian violence between Iraq's minority Sunni and majority Shiite communities.	52	< 0.1%
The specific motive is unknown; however, sources noted that parliamentary elections were scheduled for January 5, 2014. Sources also noted that the opposition advocated for citizens to "resist" the elections.	50	< 0.1%
Other values (14015)	19418	16.1%
(Missing)	70924	58.9%

Max length	899
Mean length	35.602
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

multiple
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	< 0.1%
Missing (n)	1

0	101480
1	18958
(Missing)	1

Toggle details

Value	Count	Frequency (%)
0	101480	84.3%
1	18958	15.7%
(Missing)	1	< 0.1%

natlty1
Numeric

Distinct count	196
Unique (%)	< 0.1%
Missing (%)	< 0.1%
Missing (n)	1209
Infinite (%)	0.0%
Infinite (n)	0

Mean	126.58
Minimum	4
Maximum	1004
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	4
5-th percentile	4
Q1	92
Median	97
Q3	160
95-th percentile	228
Maximum	1004
Range	1000
Interquartile range	68

Descriptive statistics

Standard deviation	95.63
Coef of variation	0.7555
Kurtosis	29.386
Mean	126.58
MAD	63.024
Skewness	3.7265
Sum	1.5092e+07
Variance	9145.1
Memory size	941.1 KiB

Value	Count	Frequency (%)
95	23976	19.9%
153	12687	10.5%
4	10822	9.0%
92	9530	7.9%
160	4999	< 0.1%
147	3726	< 0.1%
205	3646	< 0.1%
45	3204	< 0.1%
182	3117	< 0.1%
228	3078	< 0.1%
Other values (185)	40445	33.6%

Minimum 5 values

Value	Count	Frequency (%)
4	10822	9.0%
5	87	< 0.1%
6	2035	< 0.1%
8	124	< 0.1%
11	48	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1004	183	< 0.1%
1003	48	< 0.1%
1002	5	< 0.1%
1001	16	< 0.1%
999	258	< 0.1%

natlty1_txt
Categorical

Distinct count	196
Unique (%)	< 0.1%
Missing (%)	< 0.1%
Missing (n)	1209

Iraq	23976
Pakistan	12687
Afghanistan	10822
Other values (192)	71745

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Iraq	23976	19.9%
Pakistan	12687	10.5%
Afghanistan	10822	9.0%
India	9530	7.9%
Philippines	4999	< 0.1%
Nigeria	3726	< 0.1%
Thailand	3646	< 0.1%
Colombia	3204	< 0.1%
Somalia	3117	< 0.1%
Yemen	3078	< 0.1%
Other values (185)	40445	33.6%

Max length	32
Mean length	7.2655
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

natlty2
Numeric

Distinct count	144
Unique (%)	< 0.1%
Missing (%)	91.5%
Missing (n)	110200
Infinite (%)	0.0%
Infinite (n)	0

Mean	129.11
Minimum	4
Maximum	1004
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	4
5-th percentile	4
Q1	92
Median	97
Q3	182
95-th percentile	228
Maximum	1004
Range	1000
Interquartile range	90

Descriptive statistics

Standard deviation	126.55
Coef of variation	0.98015
Kurtosis	28.142
Mean	129.11
MAD	73.664
Skewness	4.4389
Sum	1.3219e+06
Variance	16014
Memory size	941.1 KiB

Value	Count	Frequency (%)
95	1783	< 0.1%
4	1437	< 0.1%
153	742	< 0.1%
92	655	< 0.1%
182	632	< 0.1%
160	403	< 0.1%
205	391	< 0.1%
147	309	< 0.1%
200	277	< 0.1%
45	274	< 0.1%
Other values (133)	3336	< 0.1%
(Missing)	110200	91.5%

Minimum 5 values

Value	Count	Frequency (%)
4	1437	< 0.1%
5	3	< 0.1%
6	163	< 0.1%
7	1	< 0.1%
8	16	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1004	21	< 0.1%
1003	4	< 0.1%
999	115	< 0.1%
603	1	< 0.1%
422	87	< 0.1%

natlty2_txt
Categorical

Distinct count	144
Unique (%)	< 0.1%
Missing (%)	91.5%
Missing (n)	110200

Iraq	1783
Afghanistan	1437
Pakistan	742
Other values (140)	6277
(Missing)	110200

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Iraq	1783	< 0.1%
Afghanistan	1437	< 0.1%
Pakistan	742	< 0.1%
India	655	< 0.1%
Somalia	632	< 0.1%
Philippines	403	< 0.1%
Thailand	391	< 0.1%
Nigeria	309	< 0.1%
Syria	277	< 0.1%
Colombia	274	< 0.1%
Other values (133)	3336	< 0.1%
(Missing)	110200	91.5%

Max length	32
Mean length	3.3953
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

natlty3
Numeric

Distinct count	96
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	119392
Infinite (%)	0.0%
Infinite (n)	0

Mean	144.81
Minimum	4
Maximum	1004
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	4
5-th percentile	4
Q1	75
Median	104
Q3	182
95-th percentile	229
Maximum	1004
Range	1000
Interquartile range	107

Descriptive statistics

Standard deviation	169.15
Coef of variation	1.1681
Kurtosis	17.276
Mean	144.81
MAD	88.311
Skewness	3.9156
Sum	1.5162e+05
Variance	28612
Memory size	941.1 KiB

Value	Count	Frequency (%)
95	138	< 0.1%
4	127	< 0.1%
153	56	< 0.1%
92	53	< 0.1%
160	50	< 0.1%
147	47	< 0.1%
45	44	< 0.1%
182	44	< 0.1%
93	30	< 0.1%
205	28	< 0.1%
Other values (85)	430	< 0.1%
(Missing)	119392	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
4	127	< 0.1%
5	1	< 0.1%
6	13	< 0.1%
8	3	< 0.1%
11	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1004	7	< 0.1%
999	25	< 0.1%
422	12	< 0.1%
334	1	< 0.1%
231	1	< 0.1%

natlty3_txt
Categorical

Distinct count	96
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	119392

Iraq	138
Afghanistan	127
Pakistan	56
Other values (92)	726
(Missing)	119392

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Iraq	138	< 0.1%
Afghanistan	127	< 0.1%
Pakistan	56	< 0.1%
India	53	< 0.1%
Philippines	50	< 0.1%
Nigeria	47	< 0.1%
Somalia	44	< 0.1%
Colombia	44	< 0.1%
Indonesia	30	< 0.1%
Thailand	28	< 0.1%
Other values (85)	430	< 0.1%
(Missing)	119392	> 99.9%

Max length	32
Mean length	3.0447
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

ndays
Numeric

Distinct count	305
Unique (%)	< 0.1%
Missing (%)	94.0%
Missing (n)	113272
Infinite (%)	0.0%
Infinite (n)	0

Mean	-40.585
Minimum	-99
Maximum	2078
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-99
5-th percentile	-99
Q1	-99
Median	-99
Q3	3
95-th percentile	74
Maximum	2078
Range	2177
Interquartile range	102

Descriptive statistics

Standard deviation	117.17
Coef of variation	-2.8871
Kurtosis	86.388
Mean	-40.585
MAD	69.345
Skewness	7.2391
Sum	-2.9087e+05
Variance	13729
Memory size	941.1 KiB

Value	Count	Frequency (%)
-99	4254	< 0.1%
1	582	< 0.1%
2	352	< 0.1%
3	262	< 0.1%
4	175	< 0.1%
5	136	< 0.1%
7	96	< 0.1%
6	93	< 0.1%
8	70	< 0.1%
11	52	< 0.1%
Other values (294)	1095	< 0.1%
(Missing)	113272	94.0%

Minimum 5 values

Value	Count	Frequency (%)
-99	4254	< 0.1%
0	35	< 0.1%
1	582	< 0.1%
2	352	< 0.1%
3	262	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2078	1	< 0.1%
1941	1	< 0.1%
1879	1	< 0.1%
1826	1	< 0.1%
1796	1	< 0.1%

nhostkid
Numeric

Distinct count	170
Unique (%)	< 0.1%
Missing (%)	91.8%
Missing (n)	110553
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.5677
Minimum	-99
Maximum	5350
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-99
5-th percentile	-99
Q1	1
Median	2
Q3	5
95-th percentile	30
Maximum	5350
Range	5449
Interquartile range	4

Descriptive statistics

Standard deviation	89.995
Coef of variation	16.164
Kurtosis	1512
Mean	5.5677
MAD	16.412
Skewness	31.799
Sum	55042
Variance	8099
Memory size	941.1 KiB

Value	Count	Frequency (%)
1	3837	< 0.1%
2	1468	< 0.1%
3	872	< 0.1%
4	618	< 0.1%
-99	525	< 0.1%
5	387	< 0.1%
6	304	< 0.1%
7	202	< 0.1%
10	144	< 0.1%
8	138	< 0.1%
Other values (159)	1391	< 0.1%
(Missing)	110553	91.8%

Minimum 5 values

Value	Count	Frequency (%)
-99	525	< 0.1%
0	6	< 0.1%
1	3837	< 0.1%
2	1468	< 0.1%
3	872	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
5350	1	< 0.1%
3000	1	< 0.1%
2000	4	< 0.1%
1686	1	< 0.1%
1500	1	< 0.1%

nhostkidus
Numeric

Distinct count	17
Unique (%)	< 0.1%
Missing (%)	91.8%
Missing (n)	110608
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.52314
Minimum	-99
Maximum	86
Zeros (%)	8.0%

Toggle details

Quantile statistics

Minimum	-99
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	86
Range	185
Interquartile range	0

Descriptive statistics

Standard deviation	7.7146
Coef of variation	-14.747
Kurtosis	156.27
Mean	-0.52314
MAD	1.162
Skewness	-11.999
Sum	-5143
Variance	59.516
Memory size	941.1 KiB

Value	Count	Frequency (%)
0	9600	8.0%
1	112	< 0.1%
-99	58	< 0.1%
2	25	< 0.1%
3	15	< 0.1%
4	9	< 0.1%
56	2	< 0.1%
7	2	< 0.1%
38	1	< 0.1%
86	1	< 0.1%
Other values (6)	6	< 0.1%
(Missing)	110608	91.8%

Minimum 5 values

Value	Count	Frequency (%)
-99	58	< 0.1%
0	9600	8.0%
1	112	< 0.1%
2	25	< 0.1%
3	15	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
86	1	< 0.1%
56	2	< 0.1%
54	1	< 0.1%
38	1	< 0.1%
17	1	< 0.1%

nhours
Numeric

Distinct count	29
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	117610
Infinite (%)	0.0%
Infinite (n)	0

Mean	-73.032
Minimum	-99
Maximum	24
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-99
5-th percentile	-99
Q1	-99
Median	-99
Q3	0
95-th percentile	5
Maximum	24
Range	123
Interquartile range	99

Descriptive statistics

Standard deviation	44.529
Coef of variation	-0.60972
Kurtosis	-0.67676
Mean	-73.032
MAD	38.717
Skewness	1.1407
Sum	-2.0661e+05
Variance	1982.9
Memory size	941.1 KiB

Value	Count	Frequency (%)
-99	2109	< 0.1%
0	230	< 0.1%
1	170	< 0.1%
2	81	< 0.1%
3	46	< 0.1%
4	36	< 0.1%
6	24	< 0.1%
12	18	< 0.1%
5	16	< 0.1%
7	12	< 0.1%
Other values (18)	87	< 0.1%
(Missing)	117610	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
-99	2109	< 0.1%
-9	11	< 0.1%
0	230	< 0.1%
0.25	1	< 0.1%
1	170	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
24	6	< 0.1%
23	4	< 0.1%
22	5	< 0.1%
21	1	< 0.1%
20	5	< 0.1%

nkill
Numeric

Distinct count	190
Unique (%)	< 0.1%
Missing (%)	< 0.1%
Missing (n)	4404
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.5633
Minimum	0
Maximum	1570
Zeros (%)	46.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	1
Q3	2
95-th percentile	10
Maximum	1570
Range	1570
Interquartile range	2

Descriptive statistics

Standard deviation	12.367
Coef of variation	4.8245
Kurtosis	5501.1
Mean	2.5633
MAD	3.2546
Skewness	55.359
Sum	2.9744e+05
Variance	152.94
Memory size	941.1 KiB

Value	Count	Frequency (%)
0	55602	46.2%
1	25719	21.4%
2	10814	9.0%
3	5901	< 0.1%
4	3758	< 0.1%
5	2617	< 0.1%
6	1851	< 0.1%
7	1397	< 0.1%
8	1083	< 0.1%
10	852	< 0.1%
Other values (179)	6441	5.3%
(Missing)	4404	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	55602	46.2%
1	25719	21.4%
2	10814	9.0%
3	5901	< 0.1%
4	3758	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1570	1	< 0.1%
1384	1	< 0.1%
1383	1	< 0.1%
953	1	< 0.1%
670	1	< 0.1%

nkillter
Numeric

Distinct count	96
Unique (%)	< 0.1%
Missing (%)	7.3%
Missing (n)	8820
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.50654
Minimum	0
Maximum	500
Zeros (%)	82.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	2
Maximum	500
Range	500
Interquartile range	0

Descriptive statistics

Standard deviation	4.2312
Coef of variation	8.3531
Kurtosis	3181
Mean	0.50654
MAD	0.89797
Skewness	42.203
Sum	56540
Variance	17.903
Memory size	941.1 KiB

Value	Count	Frequency (%)
0	98935	82.1%
1	6386	5.3%
2	1826	< 0.1%
3	1084	< 0.1%
4	671	< 0.1%
5	453	< 0.1%
6	381	< 0.1%
7	237	< 0.1%
10	212	< 0.1%
8	207	< 0.1%
Other values (85)	1227	< 0.1%
(Missing)	8820	7.3%

Minimum 5 values

Value	Count	Frequency (%)
0	98935	82.1%
1	6386	5.3%
2	1826	< 0.1%
3	1084	< 0.1%
4	671	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
500	1	< 0.1%
346	1	< 0.1%
301	1	< 0.1%
300	1	< 0.1%
250	1	< 0.1%

nkillus
Numeric

Distinct count	26
Unique (%)	< 0.1%
Missing (%)	5.3%
Missing (n)	6414
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.037597
Minimum	0
Maximum	1360
Zeros (%)	94.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	1360
Range	1360
Interquartile range	0

Descriptive statistics

Standard deviation	5.6654
Coef of variation	150.69
Kurtosis	55522
Mean	0.037597
MAD	0.074791
Skewness	234.32
Sum	4287
Variance	32.097
Memory size	941.1 KiB

Value	Count	Frequency (%)
0	113414	94.2%
1	375	< 0.1%
2	116	< 0.1%
3	44	< 0.1%
4	27	< 0.1%
5	13	< 0.1%
6	11	< 0.1%
9	3	< 0.1%
15	3	< 0.1%
17	2	< 0.1%
Other values (15)	17	< 0.1%
(Missing)	6414	5.3%

Minimum 5 values

Value	Count	Frequency (%)
0	113414	94.2%
1	375	< 0.1%
2	116	< 0.1%
3	44	< 0.1%
4	27	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1360	1	< 0.1%
1327	1	< 0.1%
182	1	< 0.1%
60	2	< 0.1%
44	1	< 0.1%

nperpcap
Numeric

Distinct count	51
Unique (%)	< 0.1%
Missing (%)	7.9%
Missing (n)	9568
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.69023
Minimum	-99
Maximum	406
Zeros (%)	88.1%

Toggle details

Quantile statistics

Minimum	-99
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	406
Range	505
Interquartile range	0

Descriptive statistics

Standard deviation	9.1699
Coef of variation	-13.285
Kurtosis	150.3
Mean	-0.69023
MAD	1.6109
Skewness	-8.8437
Sum	-76526
Variance	84.088
Memory size	941.1 KiB

Value	Count	Frequency (%)
0	106081	88.1%
1	1905	< 0.1%
-99	908	< 0.1%
2	742	< 0.1%
3	390	< 0.1%
4	251	< 0.1%
5	143	< 0.1%
6	89	< 0.1%
8	50	< 0.1%
7	46	< 0.1%
Other values (40)	266	< 0.1%
(Missing)	9568	7.9%

Minimum 5 values

Value	Count	Frequency (%)
-99	908	< 0.1%
-9	4	< 0.1%
0	106081	88.1%
1	1905	< 0.1%
2	742	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
406	1	< 0.1%
271	1	< 0.1%
200	1	< 0.1%
126	1	< 0.1%
100	2	< 0.1%

nperps
Numeric

Distinct count	97
Unique (%)	< 0.1%
Missing (%)	15.3%
Missing (n)	18477
Infinite (%)	0.0%
Infinite (n)	0

Mean	-71.96
Minimum	-99
Maximum	20000
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-99
5-th percentile	-99
Q1	-99
Median	-99
Q3	-99
95-th percentile	6
Maximum	20000
Range	20099
Interquartile range	0

Descriptive statistics

Standard deviation	208.71
Coef of variation	-2.9004
Kurtosis	2760.5
Mean	-71.96
MAD	43.109
Skewness	48.927
Sum	-7.3372e+06
Variance	43560
Memory size	941.1 KiB

Value	Count	Frequency (%)
-99	81278	67.5%
1	7224	6.0%
2	4477	< 0.1%
3	1702	< 0.1%
4	1403	< 0.1%
5	685	< 0.1%
6	518	< 0.1%
10	514	< 0.1%
20	447	< 0.1%
30	390	< 0.1%
Other values (86)	3324	< 0.1%
(Missing)	18477	15.3%

Minimum 5 values

Value	Count	Frequency (%)
-99	81278	67.5%
-9	2	< 0.1%
0	87	< 0.1%
1	7224	6.0%
2	4477	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
20000	1	< 0.1%
10000	36	< 0.1%
5000	2	< 0.1%
3200	1	< 0.1%
3000	3	< 0.1%

nreleased
Numeric

Distinct count	128
Unique (%)	< 0.1%
Missing (%)	92.3%
Missing (n)	111154
Infinite (%)	0.0%
Infinite (n)	0

Mean	-33.515
Minimum	-99
Maximum	2769
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-99
5-th percentile	-99
Q1	-99
Median	0
Q3	1
95-th percentile	10
Maximum	2769
Range	2868
Interquartile range	100

Descriptive statistics

Standard deviation	67.183
Coef of variation	-2.0046
Kurtosis	360.92
Mean	-33.515
MAD	49.99
Skewness	10.418
Sum	-3.1119e+05
Variance	4513.5
Memory size	941.1 KiB

Value	Count	Frequency (%)
-99	3544	< 0.1%
0	2284	< 0.1%
1	1431	< 0.1%
2	569	< 0.1%
3	330	< 0.1%
4	225	< 0.1%
5	137	< 0.1%
6	109	< 0.1%
7	70	< 0.1%
9	44	< 0.1%
Other values (117)	542	< 0.1%
(Missing)	111154	92.3%

Minimum 5 values

Value	Count	Frequency (%)
-99	3544	< 0.1%
0	2284	< 0.1%
1	1431	< 0.1%
2	569	< 0.1%
3	330	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2769	1	< 0.1%
1201	1	< 0.1%
1000	1	< 0.1%
856	1	< 0.1%
837	1	< 0.1%

nwound
Numeric

Distinct count	224
Unique (%)	< 0.1%
Missing (%)	7.1%
Missing (n)	8523
Infinite (%)	0.0%
Infinite (n)	0

Mean	3.7656
Minimum	0
Maximum	8191
Zeros (%)	51.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	3
95-th percentile	15
Maximum	8191
Range	8191
Interquartile range	3

Descriptive statistics

Standard deviation	39.687
Coef of variation	10.539
Kurtosis	33319
Mean	3.7656
MAD	5.0982
Skewness	167.74
Sum	4.2143e+05
Variance	1575
Memory size	941.1 KiB

Value	Count	Frequency (%)
0	61825	51.3%
1	12006	10.0%
2	8279	6.9%
3	6081	5.0%
4	4128	< 0.1%
5	3237	< 0.1%
6	2418	< 0.1%
7	2118	< 0.1%
8	1574	< 0.1%
10	1131	< 0.1%
Other values (213)	9119	7.6%
(Missing)	8523	7.1%

Minimum 5 values

Value	Count	Frequency (%)
0	61825	51.3%
1	12006	10.0%
2	8279	6.9%
3	6081	5.0%
4	4128	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
8191	1	< 0.1%
8190	1	< 0.1%
4000	1	< 0.1%
1500	1	< 0.1%
1272	1	< 0.1%

nwoundte
Numeric

Distinct count	45
Unique (%)	< 0.1%
Missing (%)	8.9%
Missing (n)	10665
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.10823
Minimum	0
Maximum	200
Zeros (%)	89.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	200
Range	200
Interquartile range	0

Descriptive statistics

Standard deviation	1.5064
Coef of variation	13.918
Kurtosis	4556.4
Mean	0.10823
MAD	0.21183
Skewness	49.896
Sum	11881
Variance	2.2692
Memory size	941.1 KiB

Value	Count	Frequency (%)
0	107425	89.2%
1	830	< 0.1%
2	387	< 0.1%
3	256	< 0.1%
4	173	< 0.1%
5	108	< 0.1%
6	101	< 0.1%
7	67	< 0.1%
10	65	< 0.1%
8	55	< 0.1%
Other values (34)	307	< 0.1%
(Missing)	10665	8.9%

Minimum 5 values

Value	Count	Frequency (%)
0	107425	89.2%
1	830	< 0.1%
2	387	< 0.1%
3	256	< 0.1%
4	173	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
200	1	< 0.1%
150	1	< 0.1%
101	1	< 0.1%
100	2	< 0.1%
62	1	< 0.1%

nwoundus
Numeric

Distinct count	35
Unique (%)	< 0.1%
Missing (%)	5.5%
Missing (n)	6620
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.017932
Minimum	0
Maximum	151
Zeros (%)	94.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	151
Range	151
Interquartile range	0

Descriptive statistics

Standard deviation	0.83499
Coef of variation	46.564
Kurtosis	15668
Mean	0.017932
MAD	0.035745
Skewness	111.95
Sum	2041
Variance	0.6972
Memory size	941.1 KiB

Value	Count	Frequency (%)
0	113441	94.2%
1	161	< 0.1%
2	61	< 0.1%
3	39	< 0.1%
4	28	< 0.1%
5	13	< 0.1%
7	11	< 0.1%
6	11	< 0.1%
9	9	< 0.1%
10	7	< 0.1%
Other values (24)	38	< 0.1%
(Missing)	6620	5.5%

Minimum 5 values

Value	Count	Frequency (%)
0	113441	94.2%
1	161	< 0.1%
2	61	< 0.1%
3	39	< 0.1%
4	28	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
151	1	< 0.1%
109	1	< 0.1%
101	1	< 0.1%
77	1	< 0.1%
75	1	< 0.1%

propcomment
Categorical

Distinct count	16615
Unique (%)	13.8%
Missing (%)	54.4%
Missing (n)	65541

It is unknown if any property was damaged in this attack.	6966
A vehicle was damaged in this attack.	3699
It is unknown if the attack caused any property damage.	2928
Other values (16611)	41305
(Missing)	65541

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
It is unknown if any property was damaged in this attack.	6966	5.8%
A vehicle was damaged in this attack.	3699	< 0.1%
It is unknown if the attack caused any property damage.	2928	< 0.1%
A house was damaged in this attack.	1641	< 0.1%
The attack caused an unknown amount of property damage.	1639	< 0.1%
Unspecified property was damaged in this attack.	805	< 0.1%
A police vehicle was damaged in this attack.	734	< 0.1%
A military vehicle was damaged in this attack.	691	< 0.1%
It Is unknown if the attack caused any property damage.	504	< 0.1%
A bus was damaged in this attack.	460	< 0.1%
Other values (16604)	34831	28.9%
(Missing)	65541	54.4%

Max length	839
Mean length	25.492
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

property
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	50698
1	48454
-9	21287

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
0	50698	42.1%
1	48454	40.2%
-9	21287	17.7%

Max length	2
Mean length	1.1767
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	True

propextent
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	61.0%
Missing (n)	73506

3	33241
4	13055
2	632
(Missing)	73506

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
3	33241	27.6%
4	13055	10.8%
2	632	< 0.1%
1	5	< 0.1%
(Missing)	73506	61.0%

Max length	3
Mean length	3
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

propextent_txt
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	61.0%
Missing (n)	73506

Minor (likely < $1 million)	33241
Unknown	13055
Major (likely >= $1 million but < $1 billion)	632
(Missing)	73506

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Minor (likely < $1 million)	33241	27.6%
Unknown	13055	10.8%
Major (likely >= $1 million but < $1 billion)	632	< 0.1%
Catastrophic (likely >= $1 billion)	5	< 0.1%
(Missing)	73506	61.0%

Max length	45
Mean length	10.279
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

propvalue
Numeric

Distinct count	322
Unique (%)	< 0.1%
Missing (%)	76.0%
Missing (n)	91477
Infinite (%)	0.0%
Infinite (n)	0

Mean	83241
Minimum	-99
Maximum	1.0791e+09
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-99
5-th percentile	-99
Q1	-99
Median	-99
Q3	-99
95-th percentile	-99
Maximum	1.0791e+09
Range	1.0791e+09
Interquartile range	0

Descriptive statistics

Standard deviation	6.82e+06
Coef of variation	81.932
Kurtosis	21890
Mean	83241
MAD	1.6497e+05
Skewness	142.13
Sum	2.4108e+09
Variance	4.6513e+13
Memory size	941.1 KiB

Value	Count	Frequency (%)
-99	28471	23.6%
1e+05	14	< 0.1%
1e+06	11	< 0.1%
5e+05	9	< 0.1%
30000	8	< 0.1%
17475	8	< 0.1%
86	8	< 0.1%
1000	7	< 0.1%
10000	7	< 0.1%
1.8605e+06	7	< 0.1%
Other values (311)	412	< 0.1%
(Missing)	91477	76.0%

Minimum 5 values

Value	Count	Frequency (%)
-99	28471	23.6%
0	3	< 0.1%
50	1	< 0.1%
80	1	< 0.1%
86	8	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1.0791e+09	1	< 0.1%
3.5e+08	1	< 0.1%
1.55e+08	1	< 0.1%
1e+08	2	< 0.1%
7.3e+07	1	< 0.1%

provstate
Categorical

Distinct count	2357
Unique (%)	< 0.1%
Missing (%)	< 0.1%
Missing (n)	90

Baghdad	7607
Balochistan	3669
Saladin	3405
Other values (2353)	105668

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Baghdad	7607	6.3%
Balochistan	3669	< 0.1%
Saladin	3405	< 0.1%
Al Anbar	3297	< 0.1%
Nineveh	3237	< 0.1%
Khyber Pakhtunkhwa	3082	< 0.1%
Diyala	3039	< 0.1%
Federally Administered Tribal Areas	2380	< 0.1%
Sindh	2231	< 0.1%
Jammu and Kashmir	1965	< 0.1%
Other values (2346)	86437	71.8%

Max length	47
Mean length	9.2082
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

ransom
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	86.3%
Missing (n)	103945

0	14409
-9	1398
1	687
(Missing)	103945

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
0	14409	12.0%
-9	1398	< 0.1%
1	687	< 0.1%
(Missing)	103945	86.3%

Max length	4
Mean length	3.0116
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

ransomamt
Numeric

Distinct count	346
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	119690
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.9584e+06
Minimum	-99
Maximum	2e+08
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-99
5-th percentile	-99
Q1	-99
Median	19358
Q3	3e+05
95-th percentile	1e+07
Maximum	2e+08
Range	2e+08
Interquartile range	3.001e+05

Descriptive statistics

Standard deviation	1.6439e+07
Coef of variation	5.5568
Kurtosis	98.563
Mean	2.9584e+06
MAD	4.9525e+06
Skewness	9.3997
Sum	2.2158e+09
Variance	2.7025e+14
Memory size	941.1 KiB

Value	Count	Frequency (%)
-99	248	< 0.1%
0	42	< 0.1%
2e+06	11	< 0.1%
1e+06	11	< 0.1%
1.5e+05	8	< 0.1%
1e+07	8	< 0.1%
1e+05	7	< 0.1%
50000	7	< 0.1%
5e+06	7	< 0.1%
3e+06	6	< 0.1%
Other values (335)	394	< 0.1%
(Missing)	119690	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
-99	248	< 0.1%
-9	3	< 0.1%
0	42	< 0.1%
1	1	< 0.1%
20	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2e+08	3	< 0.1%
1.5e+08	1	< 0.1%
1.32e+08	1	< 0.1%
1e+08	2	< 0.1%
8.0243e+07	1	< 0.1%

ransomamtus
Numeric

Distinct count	23
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	119877
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.7948e+05
Minimum	-99
Maximum	1.32e+08
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-99
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	1.32e+08
Range	1.32e+08
Interquartile range	0

Descriptive statistics

Standard deviation	7.0842e+06
Coef of variation	12.225
Kurtosis	280.4
Mean	5.7948e+05
MAD	1.1176e+06
Skewness	16.423
Sum	3.2567e+08
Variance	5.0186e+13
Memory size	941.1 KiB

Value	Count	Frequency (%)
0	512	< 0.1%
-99	23	< 0.1%
5e+06	3	< 0.1%
3e+06	3	< 0.1%
1.5e+06	2	< 0.1%
6e+06	2	< 0.1%
1e+05	2	< 0.1%
15000	1	< 0.1%
1193.7	1	< 0.1%
4e+05	1	< 0.1%
Other values (12)	12	< 0.1%
(Missing)	119877	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
-99	23	< 0.1%
0	512	< 0.1%
1193.7	1	< 0.1%
10000	1	< 0.1%
15000	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1.32e+08	1	< 0.1%
1e+08	1	< 0.1%
2e+07	1	< 0.1%
1.5e+07	1	< 0.1%
8e+06	1	< 0.1%

ransomnote
Categorical

Distinct count	383
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	119931

0	36
It is unknown if a ransom was demanded in this kidnapping.	28
It is unknown if any ransom was demanded in this kidnapping.	24
Other values (379)	420
(Missing)	119931

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
0	36	< 0.1%
It is unknown if a ransom was demanded in this kidnapping.	28	< 0.1%
It is unknown if any ransom was demanded in this kidnapping.	24	< 0.1%
It is unknown if ransom was demanded in this kidnapping.	8	< 0.1%
It was reported that the perpetrators demanded one million dollars for each hostage.	7	< 0.1%
This kidnapping was a financing operation for FARC. No specific information was given on the ransom.	5	< 0.1%
The assailants demanded the release of Sha'ban Hadiyah, the head of the Libya Revolutionaries' Operation Room (LROR), in exchange for the hostage.	4	< 0.1%
Unknown	4	< 0.1%
Reports did not specify the amount of ransom requested.	4	< 0.1%
The assailants demanded the release of their imprisoned leader in exchange for the safe return of the hostage.	3	< 0.1%
Other values (372)	385	< 0.1%
(Missing)	119931	> 99.9%

Max length	604
Mean length	3.3944
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

ransompaid
Numeric

Distinct count	110
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	119802
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.9174e+05
Minimum	-99
Maximum	2.75e+08
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-99
5-th percentile	-99
Q1	-99
Median	-99
Q3	0
95-th percentile	3.8613e+05
Maximum	2.75e+08
Range	2.75e+08
Interquartile range	99

Descriptive statistics

Standard deviation	1.0963e+07
Coef of variation	18.526
Kurtosis	620.11
Mean	5.9174e+05
MAD	1.1086e+06
Skewness	24.755
Sum	3.7694e+08
Variance	1.2018e+14
Memory size	941.1 KiB

Value	Count	Frequency (%)
-99	322	< 0.1%
0	191	< 0.1%
50000	5	< 0.1%
38500	4	< 0.1%
5e+05	3	< 0.1%
10000	3	< 0.1%
1.7e+06	3	< 0.1%
1e+06	2	< 0.1%
8e+05	2	< 0.1%
1e+05	2	< 0.1%
Other values (99)	100	< 0.1%
(Missing)	119802	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
-99	322	< 0.1%
-9	1	< 0.1%
0	191	< 0.1%
200	1	< 0.1%
388.8	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2.75e+08	1	< 0.1%
1.95e+07	1	< 0.1%
1.9e+07	1	< 0.1%
1.2e+07	1	< 0.1%
8.1172e+06	1	< 0.1%

ransompaidus
Numeric

Distinct count	7
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	119891
Infinite (%)	0.0%
Infinite (n)	0

Mean	121.1
Minimum	-99
Maximum	48000
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-99
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	48000
Range	48099
Interquartile range	0

Descriptive statistics

Standard deviation	2136.4
Coef of variation	17.641
Kurtosis	464.93
Mean	121.1
MAD	248.78
Skewness	21.016
Sum	66364
Variance	4.5642e+06
Memory size	941.1 KiB

Value	Count	Frequency (%)
0	520	< 0.1%
-99	23	< 0.1%
10000	2	< 0.1%
48000	1	< 0.1%
-9	1	< 0.1%
650	1	< 0.1%
(Missing)	119891	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
-99	23	< 0.1%
-9	1	< 0.1%
0	520	< 0.1%
650	1	< 0.1%
10000	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
48000	1	< 0.1%
10000	2	< 0.1%
650	1	< 0.1%
0	520	< 0.1%
-9	1	< 0.1%

region
Numeric

Distinct count	12
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	7.9416
Minimum	1
Maximum	12
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	5
Q1	6
Median	9
Q3	10
95-th percentile	11
Maximum	12
Range	11
Interquartile range	4

Descriptive statistics

Standard deviation	2.4333
Coef of variation	0.3064
Kurtosis	-0.98453
Mean	7.9416
MAD	2.2482
Skewness	-0.38653
Sum	9.5647e+05
Variance	5.921
Memory size	941.1 KiB

Value	Count	Frequency (%)
10	42562	35.3%
6	38802	32.2%
11	13770	11.4%
5	10053	8.3%
9	4679	< 0.1%
8	4402	< 0.1%
3	4041	< 0.1%
1	989	< 0.1%
7	359	< 0.1%
4	340	< 0.1%
Other values (2)	442	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
1	989	< 0.1%
2	331	< 0.1%
3	4041	< 0.1%
4	340	< 0.1%
5	10053	8.3%

Maximum 5 values

Value	Count	Frequency (%)
12	111	< 0.1%
11	13770	11.4%
10	42562	35.3%
9	4679	< 0.1%
8	4402	< 0.1%

region_txt
Categorical

Distinct count	12
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

Middle East & North Africa	42562
South Asia	38802
Sub-Saharan Africa	13770
Other values (9)	25305

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Middle East & North Africa	42562	35.3%
South Asia	38802	32.2%
Sub-Saharan Africa	13770	11.4%
Southeast Asia	10053	8.3%
Eastern Europe	4679	< 0.1%
Western Europe	4402	< 0.1%
South America	4041	< 0.1%
North America	989	< 0.1%
Central Asia	359	< 0.1%
East Asia	340	< 0.1%
Other values (2)	442	< 0.1%

Max length	27
Mean length	17.39
Min length	9
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

related
Categorical

Distinct count	9499
Unique (%)	7.9%
Missing (%)	84.3%
Missing (n)	101474

201612010023, 201612010024, 201612010025, 201612010026, 201612010027, 201612010028, 201612010029, 201612010030, 201612010031, 201612010032, 201612010033, 201612010034, 201612010035, 201612010036, 201612010037, 201612010038, 201612010039, 201612010040, 201612010041, 201612010042, 201612010043, 201612010044, 201612010045, 201612010046, 201612010047, 201612010048, 201612010049, 201612010050, 201612010051, 201612010052, 201612010053, 201612010054, 201612010055, 201612010056, 201612010057, 201612010058, 201612010059, 201612010060, 201612010061, 201612010062, 201612010063, 201612010064, 201612010065, 201612010066, 201612010067, 201612010068, 201612010069, 201612010070, 201612010071, 201612010072, 201612010073, 201612010074, 201612010075, 201612010076, 201612010077, 201612010078, 201612010079, 201612010080, 201612010081, 201612010082, 201612010083, 201612010084, 201612010085, 201612010086, 201612010087, 201612010088, 201612010089, 201612010090, 201612010091, 201612010092, 201612010093, 201612010094, 201612010095, 201612010096, 201612010097, 201612010098, 201612010099, 201612010100, 201612010101, 201612010102	80
201601110033, 201601110034, 201601110035, 201601110036, 201601110037, 201601110038, 201601110039, 201601110040, 201601110041, 201601110042, 201601110043, 201601110044, 201601110045, 201601110046, 201601110047, 201601110048, 201601110049, 201601110050, 201601110051, 201601110052, 201601110053, 201601110054, 201601110055, 201601110056, 201601110057, 201601110058, 201601110059, 201601110060, 201601110061, 201601110062, 201601110063, 201601110064, 201601110065, 201601110066, 201601110067, 201601110068, 201601110069, 201601110070, 201601110071, 201601110072, 201601110073, 201601110074, 201601110075, 201601120029, 201601120030, 201601120031, 201601120032, 201601120033, 201601120034, 201601120035, 201601120037	51
201401030057, 201401030058, 201401030061, 201401030062, 201401030063, 201401030067, 201401030068, 201401030069, 201401030070, 201401030083, 201401030084, 201401030085, 201401030086, 201401030087, 201401040052, 201401040053, 201401040054, 201401040055, 201401040056, 201401040058, 201401040063, 201401040064, 201401040066, 201401040067, 201401040068, 201401040065, 201401040071, 201401040072, 201401040073, 201401040074, 201401040075, 201401040076, 201401040077, 201401040081, 201401040082, 201401040083, 201401040084, 201401040089, 201401040120, 201401040122, 201401040123, 201401040124, 201401040125, 201401040146, 201401040172, 201401040173, 201401040174, 201401040175, 201401050052	49
Other values (9495)	18785
(Missing)	101474

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
201612010023, 201612010024, 201612010025, 201612010026, 201612010027, 201612010028, 201612010029, 201612010030, 201612010031, 201612010032, 201612010033, 201612010034, 201612010035, 201612010036, 201612010037, 201612010038, 201612010039, 201612010040, 201612010041, 201612010042, 201612010043, 201612010044, 201612010045, 201612010046, 201612010047, 201612010048, 201612010049, 201612010050, 201612010051, 201612010052, 201612010053, 201612010054, 201612010055, 201612010056, 201612010057, 201612010058, 201612010059, 201612010060, 201612010061, 201612010062, 201612010063, 201612010064, 201612010065, 201612010066, 201612010067, 201612010068, 201612010069, 201612010070, 201612010071, 201612010072, 201612010073, 201612010074, 201612010075, 201612010076, 201612010077, 201612010078, 201612010079, 201612010080, 201612010081, 201612010082, 201612010083, 201612010084, 201612010085, 201612010086, 201612010087, 201612010088, 201612010089, 201612010090, 201612010091, 201612010092, 201612010093, 201612010094, 201612010095, 201612010096, 201612010097, 201612010098, 201612010099, 201612010100, 201612010101, 201612010102	80	< 0.1%
201601110033, 201601110034, 201601110035, 201601110036, 201601110037, 201601110038, 201601110039, 201601110040, 201601110041, 201601110042, 201601110043, 201601110044, 201601110045, 201601110046, 201601110047, 201601110048, 201601110049, 201601110050, 201601110051, 201601110052, 201601110053, 201601110054, 201601110055, 201601110056, 201601110057, 201601110058, 201601110059, 201601110060, 201601110061, 201601110062, 201601110063, 201601110064, 201601110065, 201601110066, 201601110067, 201601110068, 201601110069, 201601110070, 201601110071, 201601110072, 201601110073, 201601110074, 201601110075, 201601120029, 201601120030, 201601120031, 201601120032, 201601120033, 201601120034, 201601120035, 201601120037	51	< 0.1%
201401030057, 201401030058, 201401030061, 201401030062, 201401030063, 201401030067, 201401030068, 201401030069, 201401030070, 201401030083, 201401030084, 201401030085, 201401030086, 201401030087, 201401040052, 201401040053, 201401040054, 201401040055, 201401040056, 201401040058, 201401040063, 201401040064, 201401040066, 201401040067, 201401040068, 201401040065, 201401040071, 201401040072, 201401040073, 201401040074, 201401040075, 201401040076, 201401040077, 201401040081, 201401040082, 201401040083, 201401040084, 201401040089, 201401040120, 201401040122, 201401040123, 201401040124, 201401040125, 201401040146, 201401040172, 201401040173, 201401040174, 201401040175, 201401050052	49	< 0.1%
201204190002, 201204190003, 201204190004, 201204190005, 201204190006, 201204190007, 201204190008, 201204190010, 201204190011, 201204190012, 201204190013, 201204190014, 201204190015, 201204190017, 201204190018, 201204190019, 201204190020, 201204190021, 201204190022, 201204190023, 201204190024, 201204190025, 201204190026, 201204190027, 201204190028, 201204190029, 201204190030, 201204190031, 201204190032, 201204190033, 201204190034, 201204190035, 201204190036, 201204190037, 201204190038, 201204190039, 201204190040, 201204190041, 201204190042, 201204190043, 201204190046, 201204190047, 201204190048	43	< 0.1%
201704070001, 201704070002, 201704070003, 201704070004, 201704070005, 201704070006, 201704070007, 201704070008, 201704070009, 201704070010, 201704070011, 201704070012, 201704070013, 201704070014, 201704070015, 201704070016, 201704070017, 201704070018, 201704070019, 201704070020, 201704070021, 201704070022, 201704070023, 201704070024, 201704070025, 201704070026, 201704070027, 201704070028, 201704070029, 201704070030, 201704070031, 201704070032, 201704070033, 201704070034, 201704070035, 201704070036, 201704070037, 201704070061, 201704070062, 201704070063, 201704080001, 201704080002	42	< 0.1%
201207230005, 201207230006, 201207230007, 201207230008, 201207230009, 201207230010, 201207230011, 201207230012, 201207230013, 201207230014, 201207230015, 201207230017, 201207230018, 201207230021, 201207230022, 201207230023, 201207230024, 201207230025, 201207230026, 201207230027, 201207230028, 201207230029, 201207230030, 201207230031, 201207230032, 201207230033, 201207230034, 201207230035, 201207230036, 201207230037, 201207230038, 201207230039, 201207230040, 201207230041, 201207230042, 201207230043, 201207230044, 201207230045, 201207230046, 201207230047, 201207230048	41	< 0.1%
201209090002, 201209090003, 201209090004, 201209090005, 201209090006, 201209090007, 201209090008, 201209090009, 201209090010, 201209090011, 201209090012, 201209090013, 201209090014, 201209090015, 201209090016, 201209090017, 201209090018, 201209090019, 201209090020, 201209090021, 201209090022, 201209090023, 201209090024, 201209090025, 201209090026, 201209090027, 201209090028, 201209090029, 201209090031, 201209090032, 201209090033, 201209090034, 201209090035, 201209090048, 201209090049, 201209090050	36	< 0.1%
201310090029, 201310090032, 201310090033, 201310090036, 201310090037, 201310090038, 201310090039, 201310090040, 201310090041, 201310090042, 201310090043, 201310090044, 201310090045, 201310090046, 201310090047, 201310090048, 201310090049, 201310090050, 201310090051, 201310090052, 201310090053, 201310090054, 201310090055, 201310090056, 201310090057, 201310090058, 201310090061, 201310090062, 201310090102, 201310090103, 201310090104, 201310090105, 201310090106, 201310090107, 201310090108, 201310090109	36	< 0.1%
201304150006, 201304150008, 201304150009, 201304150010, 201304150011, 201304150012, 201304150013, 201304150014, 201304150015, 201304150016, 201304150018, 201304150019, 201304150020, 201304150021, 201304150022, 201304150023, 201304150024, 201304150025, 201304150026, 201304150027, 201304150028, 201304150036, 201304150037, 201304150038, 201304150039, 201304150041, 201304150042, 201304150043, 201304150044, 201304150045, 201304150048, 201304150049, 201304150059, 201304150060, 201304150061	35	< 0.1%
201704210006, 201704210007, 201704210008, 201704210009, 201704210010, 201704210011, 201704210012, 201704210013, 201704210014, 201704210015, 201704210016, 201704210017, 201704210018, 201704210019, 201704210020, 201704210021, 201704210022, 201704210023, 201704210024, 201704210025, 201704210026, 201704210027, 201704210028, 201704210029, 201704210030, 201704210031, 201704210032, 201704210033, 201704210034, 201704210035, 201704210036, 201704210037, 201704210038, 201704210039	34	< 0.1%
Other values (9488)	18518	15.4%
(Missing)	101474	84.3%

Max length	1118
Mean length	16.237
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

resolution
Categorical

Distinct count	921
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	119308

1998-08-04 00:00:00	18
2010-01-08 00:00:00	8
2005-10-14 00:00:00	8
Other values (917)	1097
(Missing)	119308

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
1998-08-04 00:00:00	18	< 0.1%
2010-01-08 00:00:00	8	< 0.1%
2005-10-14 00:00:00	8	< 0.1%
2003-08-18 00:00:00	7	< 0.1%
2008-11-29 00:00:00	7	< 0.1%
1997-09-04 00:00:00	6	< 0.1%
2004-04-16 00:00:00	4	< 0.1%
2008-07-04 00:00:00	4	< 0.1%
2010-10-31 00:00:00	4	< 0.1%
1997-03-19 00:00:00	4	< 0.1%
Other values (910)	1061	< 0.1%
(Missing)	119308	> 99.9%

Max length	19
Mean length	3.1503
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

scite1
Categorical

Distinct count	83334
Unique (%)	69.2%
Missing (%)	5.2%
Missing (n)	6268

"ISIS detonates 5 empty homes in Daur using IEDs," Iraqi News, September 28, 2016.	106
"Iraq: Roundup of Security Incidents 18-24 March 2014," OSC Summary, March 25, 2014.	92
"Attack on 80 electricity towers in Anbar leaves 2 casualties," Iraqi News, December 1, 2016.	80
Other values (83330)	113893
(Missing)	6268

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
"ISIS detonates 5 empty homes in Daur using IEDs," Iraqi News, September 28, 2016.	106	< 0.1%
"Iraq: Roundup of Security Incidents 18-24 March 2014," OSC Summary, March 25, 2014.	92	< 0.1%
"Attack on 80 electricity towers in Anbar leaves 2 casualties," Iraqi News, December 1, 2016.	80	< 0.1%
Edward F. Mickolus, Terrorism, 1996-2001 : A Chronology, Imprint Westport, CT: Greenwood Press, 2002.	77	< 0.1%
Edward F. Mickolus, Terrorism, 1996-2001: A Chronology, Imprint Westport, CT: Greenwood Press, 2002.	70	< 0.1%
"Iraq: Roundup of Security Incidents 08-14 July 2014," OSC Summary, July 14, 2014.	68	< 0.1%
"Iraq: Roundup of Security Incidents 20-26 May 2014," OSC Summary, May 27, 2014.	64	< 0.1%
"Iraq: Roundup of Security Incidents 11-17 November 2014," OSC Summary, November 11, 2014.	62	< 0.1%
"Iraq: Roundup of Violent Activities Targeting Civilians February 2017," Summary, March 13, 2017.	61	< 0.1%
"Iraq: Roundup of Security Incidents 03 - 09 February 2014," OSC Summary, February 11, 2014.	59	< 0.1%
Other values (83323)	113432	94.2%
(Missing)	6268	5.2%

Max length	566
Mean length	97.023
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

scite2
Categorical

Distinct count	61598
Unique (%)	51.1%
Missing (%)	37.1%
Missing (n)	44698

"Iraq: Security Roundup 1900 GMT 27 September 2016," Summary, September 27, 2016.	100
"Attack on 80 electricity towers in Anbar leaves 2 casualties," Iraqi News, December 1, 2016.	63
"IS ignites sectarian tensions in multiple Iraq bombings," Middle East Eye, January 12, 2016.	43
Other values (61594)	75535
(Missing)	44698

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
"Iraq: Security Roundup 1900 GMT 27 September 2016," Summary, September 27, 2016.	100	< 0.1%
"Attack on 80 electricity towers in Anbar leaves 2 casualties," Iraqi News, December 1, 2016.	63	< 0.1%
"IS ignites sectarian tensions in multiple Iraq bombings," Middle East Eye, January 12, 2016.	43	< 0.1%
"Motive sought for attacks in deep South," The Nation (Thailand), April 8, 2017.	42	< 0.1%
“Terrorist Attacks: The Positive Outcomes,” The Jakarta Post, December 26, 2002.	39	< 0.1%
"Dhaka: Election Official Killed, 150 Polling Centers Burnt as Violence Peaks on Eve of General Poll," New Age Online, January 5, 2014.	35	< 0.1%
"Selection List: Thai Press From Pattani, Yala, Narathiwat Provinces 14-20 October 2013," OSC Summary, October 14, 2013.	32	< 0.1%
"Iraq: Roundup of Violent Activities Targeting Civilians March 2017," Summary, April 11, 2017.	30	< 0.1%
"Three more bombs hit Yala," Bangkok Post, May 16, 2015.	30	< 0.1%
"Wave of attacks kills 88 in Iraq," Agence France Presse -- English, September 9, 2012.	30	< 0.1%
Other values (61587)	75297	62.5%
(Missing)	44698	37.1%

Max length	561
Mean length	67.177
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

scite3
Categorical

Distinct count	35693
Unique (%)	29.6%
Missing (%)	64.6%
Missing (n)	77776

"Iraq Security Roundup 27 September - 3 October 2016," Summary, September 27, 2016.	101
"Rights group: Iraqi Shia militias behind revenge attacks," Al Ahram, January 31, 2016.	51
"Insurgent bombs target power supply in far South," Bangkok Post, April 7, 2017.	42
Other values (35689)	42469
(Missing)	77776

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
"Iraq Security Roundup 27 September - 3 October 2016," Summary, September 27, 2016.	101	< 0.1%
"Rights group: Iraqi Shia militias behind revenge attacks," Al Ahram, January 31, 2016.	51	< 0.1%
"Insurgent bombs target power supply in far South," Bangkok Post, April 7, 2017.	42	< 0.1%
“'At Least' 15 People Killed in Christmas Eve Bombings Across Indonesia,” The Jakarta Post (Internet Version-WWW), December 25, 2000.	39	< 0.1%
"Thailand: Weekly Summary of Violent Incidents in Deep South Provinces 1-7 Aug 16," Southern Border Provinces News Database, August 1, 2016.	31	< 0.1%
"Thailand: More bomb explosions rock Yala town," Thai PBS Online, May 16, 2015.	30	< 0.1%
"'Despicable' bombings kill dozens in Iraq," CNN Wire, June 13, 2012.	26	< 0.1%
"Thailand: ATMs bombed at more than 20 locations in southern provinces," Thai News Service, October 10, 2013.	25	< 0.1%
"Fulani herdsmen kill 18 , sack 24 communities in Benue," People Daily, February 10, 2015.	24	< 0.1%
"Violence continues in Myanmar’s Rakhine State," Hindustan Times, August 26, 2017.	23	< 0.1%
Other values (35682)	42271	35.1%
(Missing)	77776	64.6%

Max length	545
Mean length	38.283
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

specificity
Numeric

Distinct count	6
Unique (%)	< 0.1%
Missing (%)	< 0.1%
Missing (n)	6
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.4665
Minimum	1
Maximum	5
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
Median	1
Q3	1
95-th percentile	4
Maximum	5
Range	4
Interquartile range	0

Descriptive statistics

Standard deviation	0.93672
Coef of variation	0.63873
Kurtosis	2.5376
Mean	1.4665
MAD	0.7165
Skewness	1.9046
Sum	1.7662e+05
Variance	0.87744
Memory size	941.1 KiB

Value	Count	Frequency (%)
1	92480	76.8%
3	12835	10.7%
2	8058	6.7%
4	5782	< 0.1%
5	1278	< 0.1%
(Missing)	6	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
1	92480	76.8%
2	8058	6.7%
3	12835	10.7%
4	5782	< 0.1%
5	1278	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
5	1278	< 0.1%
4	5782	< 0.1%
3	12835	10.7%
2	8058	6.7%
1	92480	76.8%

success
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

1	105518
0	14921

Toggle details

Value	Count	Frequency (%)
1	105518	87.6%
0	14921	12.4%

suicide
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	113882
1	6557

Toggle details

Value	Count	Frequency (%)
0	113882	94.6%
1	6557	5.4%

summary
Categorical

Distinct count	111199
Unique (%)	92.3%
Missing (%)	5.2%
Missing (n)	6206

09/00/2016: Sometime between September 18, 2016 and September 24, 2016, assailants detonated an explosive device at a civilian house in Dawr, Saladin, Iraq. There were no reported casualties resulting from the blast. No group claimed responsibility for the incident; however, sources attributed the attack to the Islamic State of Iraq and the Levant (ISIL).	100
12/01/2016: Assailants detonated explosive devices that destroyed an electricity transmission tower in Albu Bali, Al Anbar, Iraq. This was one of 80 similar attacks targeting towers that resulted in the death of two military engineering team members. No group claimed responsibility for the incidents.	80
05/29/2016: Security forces discovered and defused an explosives-rigged house in Sejar, Al Anbar, Iraq. No group claimed responsibility for the incident.	50
Other values (111195)	114003
(Missing)	6206

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
09/00/2016: Sometime between September 18, 2016 and September 24, 2016, assailants detonated an explosive device at a civilian house in Dawr, Saladin, Iraq. There were no reported casualties resulting from the blast. No group claimed responsibility for the incident; however, sources attributed the attack to the Islamic State of Iraq and the Levant (ISIL).	100	< 0.1%
12/01/2016: Assailants detonated explosive devices that destroyed an electricity transmission tower in Albu Bali, Al Anbar, Iraq. This was one of 80 similar attacks targeting towers that resulted in the death of two military engineering team members. No group claimed responsibility for the incidents.	80	< 0.1%
05/29/2016: Security forces discovered and defused an explosives-rigged house in Sejar, Al Anbar, Iraq. No group claimed responsibility for the incident.	50	< 0.1%
01/11/2016: Assailants set fire to a shop in Muqdadiyah, Diyala governorate, Iraq. There were no reported casualties in the incident. This was one of 36 shops set alight and one of 51 attacks in and around Muqdadiyah on the same day. No group claimed responsibility; however, sources attributed the incidents to Asa'ib Ahl al-Haqq and the Badr Brigades.	36	< 0.1%
07/22/2016: Security forces discovered and defused an explosives-rigged house in Saqlawiyah, Al Anbar, Iraq. No group claimed responsibility for the incident.	36	< 0.1%
04/21/2017: Security forces discovered and defused an explosives-rigged house in Hayy ath-Thawrah neighborhood, Mosul, Nineveh, Iraq. This was one of 34 similar events in the area on this date. No group claimed responsibility for the incident.	34	< 0.1%
08/08/2016: Security forces discovered and defused an explosives-rigged house in Khalidiyah, Al Anbar, Iraq. No group claimed responsibility for the incident.	30	< 0.1%
06/05/2016: Security forces discovered and defused an explosives-rigged house in Rutbah, Al Anbar, Iraq. No group claimed responsibility for the incident.	30	< 0.1%
10/23/2016: Security forces discovered and defused an explosives-rigged house in Dulab, Al Anbar, Iraq. No group claimed responsibility for the incident.	27	< 0.1%
07/00/2014: Sometime between July 1 and July 14, 2014, an explosive device detonated at a private residence in Azim area, Diyala governorate, Iraq. There were no reported casualties; however, the house was damaged in the blast. This was one of 27 similar attacks on private residences in this area over a two week period. No group claimed responsibility for the incident; however, sources attributed the attack the to the Islamic State of Iraq and the Levant (ISIL).	27	< 0.1%
Other values (111188)	113783	94.5%
(Missing)	6206	5.2%

Max length	2431
Mean length	282.65
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

target1
Categorical

Distinct count	52162
Unique (%)	43.3%
Missing (%)	< 0.1%
Missing (n)	211

Civilians	6457
Unknown	5884
Soldiers	3132
Other values (52158)	104755

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Civilians	6457	5.4%
Unknown	5884	< 0.1%
Soldiers	3132	< 0.1%
Checkpoint	2878	< 0.1%
Patrol	2703	< 0.1%
Vehicle	2452	< 0.1%
Officers	1781	< 0.1%
Village	1614	< 0.1%
Convoy	1224	< 0.1%
Market	1148	< 0.1%
Other values (52151)	90955	75.5%

Max length	343
Mean length	21.546
Min length	2
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

target2
Categorical

Distinct count	4546
Unique (%)	< 0.1%
Missing (%)	91.3%
Missing (n)	109994

Civilians	2375
Soldiers	297
Civilian	273
Other values (4542)	7500
(Missing)	109994

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Civilians	2375	< 0.1%
Soldiers	297	< 0.1%
Civilian	273	< 0.1%
Members	257	< 0.1%
Officers	196	< 0.1%
Unknown	84	< 0.1%
Convoy	81	< 0.1%
Vehicle	75	< 0.1%
Teachers	72	< 0.1%
Civilians were targeted.	71	< 0.1%
Other values (4535)	6664	5.5%
(Missing)	109994	91.3%

Max length	169
Mean length	4.5416
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

target3
Categorical

Distinct count	643
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	119363

Civilians	200
Members	26
Civilian	26
Other values (639)	824
(Missing)	119363

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Civilians	200	< 0.1%
Members	26	< 0.1%
Civilian	26	< 0.1%
1 orphanage	25	< 0.1%
Officers	18	< 0.1%
Soldiers	18	< 0.1%
Unknown	12	< 0.1%
Town	8	< 0.1%
Vehicle	7	< 0.1%
Employees	7	< 0.1%
Other values (632)	729	< 0.1%
(Missing)	119363	> 99.9%

Max length	178
Mean length	3.1805
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

targsubtype1
Numeric

Distinct count	113
Unique (%)	< 0.1%
Missing (%)	6.3%
Missing (n)	7600
Infinite (%)	0.0%
Infinite (n)	0

Mean	47.945
Minimum	1
Maximum	113
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	7
Q1	23
Median	36
Q3	74
95-th percentile	100
Maximum	113
Range	112
Interquartile range	51

Descriptive statistics

Standard deviation	29.731
Coef of variation	0.6201
Kurtosis	-1.1141
Mean	47.945
MAD	26.767
Skewness	0.36016
Sum	5.4101e+06
Variance	883.94
Memory size	941.1 KiB

Value	Count	Frequency (%)
67	10247	8.5%
25	7661	6.4%
34	6486	5.4%
18	5024	< 0.1%
75	4350	< 0.1%
23	3930	< 0.1%
22	3867	< 0.1%
27	3764	< 0.1%
29	3663	< 0.1%
15	3567	< 0.1%
Other values (102)	60280	50.1%
(Missing)	7600	6.3%

Minimum 5 values

Value	Count	Frequency (%)
1	763	< 0.1%
2	1204	< 0.1%
3	785	< 0.1%
4	250	< 0.1%
5	448	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
113	438	< 0.1%
112	53	< 0.1%
111	75	< 0.1%
110	195	< 0.1%
109	977	< 0.1%

targsubtype1_txt
Categorical

Distinct count	113
Unique (%)	< 0.1%
Missing (%)	6.3%
Missing (n)	7600

Unnamed Civilian/Unspecified	10247
Police Security Forces/Officers	7661
Military Personnel (soldiers, troops, officers, forces)	6486
Other values (109)	88445
(Missing)	7600

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Unnamed Civilian/Unspecified	10247	8.5%
Police Security Forces/Officers	7661	6.4%
Military Personnel (soldiers, troops, officers, forces)	6486	5.4%
Government Personnel (excluding police, military)	5024	< 0.1%
Village/City/Town/Suburb	4350	< 0.1%
Police Patrol (including vehicles and convoys)	3930	< 0.1%
Police Building (headquarters, station, school)	3867	< 0.1%
Military Barracks/Base/Headquarters/Checkpost	3764	< 0.1%
Military Unit/Patrol/Convoy	3663	< 0.1%
Politician or Political Party Movement/Meeting/Rally	3567	< 0.1%
Other values (102)	60280	50.1%
(Missing)	7600	6.3%

Max length	71
Mean length	28.805
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

targsubtype2
Numeric

Distinct count	107
Unique (%)	< 0.1%
Missing (%)	91.5%
Missing (n)	110243
Infinite (%)	0.0%
Infinite (n)	0

Mean	55.657
Minimum	1
Maximum	113
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	10
Q1	34
Median	67
Q3	69
95-th percentile	94
Maximum	113
Range	112
Interquartile range	35

Descriptive statistics

Standard deviation	25.354
Coef of variation	0.45555
Kurtosis	-0.79747
Mean	55.657
MAD	22.039
Skewness	-0.39739
Sum	5.6748e+05
Variance	642.84
Memory size	941.1 KiB

Value	Count	Frequency (%)
67	3453	< 0.1%
25	793	< 0.1%
34	718	< 0.1%
94	400	< 0.1%
77	315	< 0.1%
68	283	< 0.1%
71	266	< 0.1%
76	228	< 0.1%
27	193	< 0.1%
75	178	< 0.1%
Other values (96)	3369	< 0.1%
(Missing)	110243	91.5%

Minimum 5 values

Value	Count	Frequency (%)
1	60	< 0.1%
2	82	< 0.1%
3	43	< 0.1%
4	27	< 0.1%
5	23	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
113	19	< 0.1%
112	1	< 0.1%
111	3	< 0.1%
110	3	< 0.1%
109	19	< 0.1%

targsubtype2_txt
Categorical

Distinct count	107
Unique (%)	< 0.1%
Missing (%)	91.5%
Missing (n)	110243

Unnamed Civilian/Unspecified	3453
Police Security Forces/Officers	793
Military Personnel (soldiers, troops, officers, forces)	718
Other values (103)	5232
(Missing)	110243

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Unnamed Civilian/Unspecified	3453	< 0.1%
Police Security Forces/Officers	793	< 0.1%
Military Personnel (soldiers, troops, officers, forces)	718	< 0.1%
Non-State Militia	400	< 0.1%
Laborer (General)/Occupation Identified	315	< 0.1%
Named Civilian	283	< 0.1%
Race/Ethnicity Identified	266	< 0.1%
House/Apartment/Residence	228	< 0.1%
Military Barracks/Base/Headquarters/Checkpost	193	< 0.1%
Village/City/Town/Suburb	178	< 0.1%
Other values (96)	3369	< 0.1%
(Missing)	110243	91.5%

Max length	71
Mean length	5.229
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

targsubtype3
Numeric

Distinct count	91
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	119419
Infinite (%)	0.0%
Infinite (n)	0

Mean	56.043
Minimum	1
Maximum	113
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	7
Q1	34
Median	67
Q3	73
95-th percentile	94
Maximum	113
Range	112
Interquartile range	39

Descriptive statistics

Standard deviation	25.96
Coef of variation	0.46322
Kurtosis	-0.77452
Mean	56.043
MAD	22.419
Skewness	-0.54995
Sum	57164
Variance	673.95
Memory size	941.1 KiB

Value	Count	Frequency (%)
67	321	< 0.1%
25	79	< 0.1%
34	54	< 0.1%
77	46	< 0.1%
76	39	< 0.1%
73	28	< 0.1%
87	25	< 0.1%
75	24	< 0.1%
94	22	< 0.1%
18	21	< 0.1%
Other values (80)	361	< 0.1%
(Missing)	119419	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
1	11	< 0.1%
2	15	< 0.1%
3	10	< 0.1%
4	1	< 0.1%
5	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
113	1	< 0.1%
109	1	< 0.1%
107	2	< 0.1%
105	1	< 0.1%
104	1	< 0.1%

targsubtype3_txt
Categorical

Distinct count	91
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	119419

Unnamed Civilian/Unspecified	321
Police Security Forces/Officers	79
Military Personnel (soldiers, troops, officers, forces)	54
Other values (87)	566
(Missing)	119419

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Unnamed Civilian/Unspecified	321	< 0.1%
Police Security Forces/Officers	79	< 0.1%
Military Personnel (soldiers, troops, officers, forces)	54	< 0.1%
Laborer (General)/Occupation Identified	46	< 0.1%
House/Apartment/Residence	39	< 0.1%
Vehicles/Transportation	28	< 0.1%
Affiliated Institution	25	< 0.1%
Village/City/Town/Suburb	24	< 0.1%
Non-State Militia	22	< 0.1%
Government Personnel (excluding police, military)	21	< 0.1%
Other values (80)	361	< 0.1%
(Missing)	119419	> 99.9%

Max length	71
Mean length	3.2151
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

targtype1
Highly correlated

This variable is highly correlated with targsubtype1 and should be ignored for analysis

Correlation	0.98007

targtype1_txt
Categorical

Distinct count	22
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

Private Citizens & Property	32849
Military	19124
Police	17527
Other values (19)	50939

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Private Citizens & Property	32849	27.3%
Military	19124	15.9%
Police	17527	14.6%
Government (General)	13509	11.2%
Business	10141	8.4%
Unknown	5418	< 0.1%
Transportation	3672	< 0.1%
Religious Figures/Institutions	3358	< 0.1%
Educational Institution	3109	< 0.1%
Utilities	2505	< 0.1%
Other values (12)	9227	7.7%

Max length	30
Mean length	16.351
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

targtype2
Highly correlated

This variable is highly correlated with targsubtype2 and should be ignored for analysis

Correlation	0.97232

targtype2_txt
Categorical

Distinct count	22
Unique (%)	< 0.1%
Missing (%)	91.3%
Missing (n)	109951

Private Citizens & Property	5442
Military	1259
Police	1099
Other values (18)	2688
(Missing)	109951

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Private Citizens & Property	5442	< 0.1%
Military	1259	< 0.1%
Police	1099	< 0.1%
Business	720	< 0.1%
Terrorists/Non-State Militia	476	< 0.1%
Government (General)	442	< 0.1%
Educational Institution	218	< 0.1%
Religious Figures/Institutions	162	< 0.1%
Transportation	142	< 0.1%
Journalists & Media	103	< 0.1%
Other values (11)	425	< 0.1%
(Missing)	109951	91.3%

Max length	30
Mean length	4.4901
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

targtype3
Highly correlated

This variable is highly correlated with targsubtype3 and should be ignored for analysis

Correlation	0.97418

targtype3_txt
Categorical

Distinct count	21
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	119364

Private Citizens & Property	533
Business	102
Police	99
Other values (17)	341
(Missing)	119364

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Private Citizens & Property	533	< 0.1%
Business	102	< 0.1%
Police	99	< 0.1%
Military	88	< 0.1%
Government (General)	56	< 0.1%
Religious Figures/Institutions	37	< 0.1%
Terrorists/Non-State Militia	30	< 0.1%
NGO	21	< 0.1%
Government (Diplomatic)	19	< 0.1%
Tourists	16	< 0.1%
Other values (10)	74	< 0.1%
(Missing)	119364	> 99.9%

Max length	30
Mean length	3.1512
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

vicinity
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	110018
1	10386
-9	35

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
0	110018	91.3%
1	10386	8.6%
-9	35	< 0.1%

Max length	2
Mean length	1.0003
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	True

weapdetail
Categorical

Distinct count	17019
Unique (%)	14.1%
Missing (%)	51.4%
Missing (n)	61850

Unknown firearms were used in the attack.	4030
A roadside bomb was used in the attack.	3616
An improvised explosive device was used in the attack.	3023
Other values (17015)	47920
(Missing)	61850

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Unknown firearms were used in the attack.	4030	< 0.1%
A roadside bomb was used in the attack.	3616	< 0.1%
An improvised explosive device was used in the attack.	3023	< 0.1%
Firearm	1491	< 0.1%
Explosive	1486	< 0.1%
Unknown explosives were used in the attack.	1072	< 0.1%
Mortars were used in the attack.	849	< 0.1%
Unknown weapons were used in the attack.	774	< 0.1%
Rockets were used in the attack.	682	< 0.1%
A rocket was used in the attack.	648	< 0.1%
Other values (17008)	40918	34.0%
(Missing)	61850	51.4%

Max length	656
Mean length	25.352
Min length	2
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

weapsubtype1
Numeric

Distinct count	31
Unique (%)	< 0.1%
Missing (%)	8.9%
Missing (n)	10733
Infinite (%)	0.0%
Infinite (n)	0

Mean	11.668
Minimum	1
Maximum	31
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	4
Q1	5
Median	12
Q3	16
95-th percentile	20
Maximum	31
Range	30
Interquartile range	11

Descriptive statistics

Standard deviation	6.0933
Coef of variation	0.52221
Kurtosis	-0.21823
Mean	11.668
MAD	5.2722
Skewness	0.36292
Sum	1.2801e+06
Variance	37.128
Memory size	941.1 KiB

Value	Count	Frequency (%)
5	29502	24.5%
16	23916	19.9%
15	8995	7.5%
11	8927	7.4%
17	7215	6.0%
7	4257	< 0.1%
18	3855	< 0.1%
8	3615	< 0.1%
2	3376	< 0.1%
13	3220	< 0.1%
Other values (20)	12828	10.7%
(Missing)	10733	8.9%

Minimum 5 values

Value	Count	Frequency (%)
1	70	< 0.1%
2	3376	< 0.1%
3	1533	< 0.1%
4	678	< 0.1%
5	29502	24.5%

Maximum 5 values

Value	Count	Frequency (%)
31	455	< 0.1%
30	63	< 0.1%
29	1582	< 0.1%
28	488	< 0.1%
27	95	< 0.1%

weapsubtype1_txt
Categorical

Distinct count	31
Unique (%)	< 0.1%
Missing (%)	8.9%
Missing (n)	10733

Unknown Gun Type	29502
Unknown Explosive Type	23916
Vehicle	8995
Other values (27)	47293
(Missing)	10733

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Unknown Gun Type	29502	24.5%
Unknown Explosive Type	23916	19.9%
Vehicle	8995	7.5%
Projectile (rockets, mortars, RPGs, etc.)	8927	7.4%
Other Explosive Type	7215	6.0%
Grenade	4257	< 0.1%
Arson/Fire	3855	< 0.1%
Landmine	3615	< 0.1%
Automatic or Semi-Automatic Rifle	3376	< 0.1%
Suicide (carried bodily by human being)	3220	< 0.1%
Other values (20)	12828	10.7%
(Missing)	10733	8.9%

Max length	41
Mean length	17.836
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

weapsubtype2
Numeric

Distinct count	29
Unique (%)	< 0.1%
Missing (%)	92.7%
Missing (n)	111664
Infinite (%)	0.0%
Infinite (n)	0

Mean	10.956
Minimum	1
Maximum	31
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	2
Q1	5
Median	7
Q3	18
95-th percentile	23
Maximum	31
Range	30
Interquartile range	13

Descriptive statistics

Standard deviation	7.6669
Coef of variation	0.69982
Kurtosis	-1.3378
Mean	10.956
MAD	7.0453
Skewness	0.4011
Sum	96135
Variance	58.782
Memory size	941.1 KiB

Value	Count	Frequency (%)
5	2502	< 0.1%
18	1463	< 0.1%
2	1177	< 0.1%
23	734	< 0.1%
16	459	< 0.1%
11	441	< 0.1%
7	366	< 0.1%
3	234	< 0.1%
4	234	< 0.1%
13	187	< 0.1%
Other values (18)	978	< 0.1%
(Missing)	111664	92.7%

Minimum 5 values

Value	Count	Frequency (%)
1	21	< 0.1%
2	1177	< 0.1%
3	234	< 0.1%
4	234	< 0.1%
5	2502	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
31	5	< 0.1%
30	5	< 0.1%
28	17	< 0.1%
27	139	< 0.1%
26	1	< 0.1%

weapsubtype2_txt
Categorical

Distinct count	29
Unique (%)	< 0.1%
Missing (%)	92.7%
Missing (n)	111664

Unknown Gun Type	2502
Arson/Fire	1463
Automatic or Semi-Automatic Rifle	1177
Other values (25)	3633
(Missing)	111664

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Unknown Gun Type	2502	< 0.1%
Arson/Fire	1463	< 0.1%
Automatic or Semi-Automatic Rifle	1177	< 0.1%
Knife or Other Sharp Object	734	< 0.1%
Unknown Explosive Type	459	< 0.1%
Projectile (rockets, mortars, RPGs, etc.)	441	< 0.1%
Grenade	366	< 0.1%
Rifle/Shotgun (non-automatic)	234	< 0.1%
Handgun	234	< 0.1%
Suicide (carried bodily by human being)	187	< 0.1%
Other values (18)	978	< 0.1%
(Missing)	111664	92.7%

Max length	41
Mean length	4.2562
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

weapsubtype3
Numeric

Distinct count	23
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	119098
Infinite (%)	0.0%
Infinite (n)	0

Mean	12.05
Minimum	1
Maximum	28
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	2
Q1	4
Median	11
Q3	21
95-th percentile	23
Maximum	28
Range	27
Interquartile range	17

Descriptive statistics

Standard deviation	8.6114
Coef of variation	0.71464
Kurtosis	-1.7152
Mean	12.05
MAD	8.2581
Skewness	0.14777
Sum	16159
Variance	74.156
Memory size	941.1 KiB

Value	Count	Frequency (%)
5	290	< 0.1%
23	245	< 0.1%
2	230	< 0.1%
18	170	< 0.1%
4	68	< 0.1%
19	66	< 0.1%
21	43	< 0.1%
3	42	< 0.1%
11	32	< 0.1%
16	29	< 0.1%
Other values (12)	126	< 0.1%
(Missing)	119098	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
1	2	< 0.1%
2	230	< 0.1%
3	42	< 0.1%
4	68	< 0.1%
5	290	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
28	2	< 0.1%
27	17	< 0.1%
26	3	< 0.1%
24	14	< 0.1%
23	245	< 0.1%

weapsubtype3_txt
Categorical

Distinct count	23
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	119098

Unknown Gun Type	290
Knife or Other Sharp Object	245
Automatic or Semi-Automatic Rifle	230
Other values (19)	576
(Missing)	119098

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Unknown Gun Type	290	< 0.1%
Knife or Other Sharp Object	245	< 0.1%
Automatic or Semi-Automatic Rifle	230	< 0.1%
Arson/Fire	170	< 0.1%
Rifle/Shotgun (non-automatic)	68	< 0.1%
Molotov Cocktail/Petrol Bomb	66	< 0.1%
Blunt Object	43	< 0.1%
Handgun	42	< 0.1%
Projectile (rockets, mortars, RPGs, etc.)	32	< 0.1%
Unknown Explosive Type	29	< 0.1%
Other values (12)	126	< 0.1%
(Missing)	119098	> 99.9%

Max length	41
Mean length	3.2092
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

weapsubtype4
Highly correlated

This variable is highly correlated with targtype2 and should be ignored for analysis

Correlation	1

weapsubtype4_txt
Categorical

Distinct count	6
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	120433

Unknown Gun Type	2
Unknown Weapon Type	1
Dynamite/TNT	1
Other values (2)	2
(Missing)	120433

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Unknown Gun Type	2	< 0.1%
Unknown Weapon Type	1	< 0.1%
Dynamite/TNT	1	< 0.1%
Automatic or Semi-Automatic Rifle	1	< 0.1%
Rifle/Shotgun (non-automatic)	1	< 0.1%
(Missing)	120433	> 99.9%

Max length	33
Mean length	3.0009
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

weaptype1
Numeric

Distinct count	12
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	6.4374
Minimum	1
Maximum	13
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	5
Q1	5
Median	6
Q3	6
95-th percentile	13
Maximum	13
Range	12
Interquartile range	1

Descriptive statistics

Standard deviation	2.1287
Coef of variation	0.33068
Kurtosis	4.4911
Mean	6.4374
MAD	1.3426
Skewness	2.3221
Sum	7.7531e+05
Variance	4.5314
Memory size	941.1 KiB

Value	Count	Frequency (%)
6	66413	55.1%
5	35185	29.2%
13	9686	8.0%
8	6016	< 0.1%
9	2544	< 0.1%
2	235	< 0.1%
10	113	< 0.1%
11	106	< 0.1%
12	84	< 0.1%
1	27	< 0.1%
Other values (2)	30	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
1	27	< 0.1%
2	235	< 0.1%
3	11	< 0.1%
5	35185	29.2%
6	66413	55.1%

Maximum 5 values

Value	Count	Frequency (%)
13	9686	8.0%
12	84	< 0.1%
11	106	< 0.1%
10	113	< 0.1%
9	2544	< 0.1%

weaptype1_txt
Categorical

Distinct count	12
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

Explosives	66413
Firearms	35185
Unknown	9686
Other values (9)	9155

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Explosives	66413	55.1%
Firearms	35185	29.2%
Unknown	9686	8.0%
Incendiary	6016	< 0.1%
Melee	2544	< 0.1%
Chemical	235	< 0.1%
Vehicle (not to include vehicle-borne explosives, i.e., car or truck bombs)	113	< 0.1%
Sabotage Equipment	106	< 0.1%
Other	84	< 0.1%
Biological	27	< 0.1%
Other values (2)	30	< 0.1%

Max length	75
Mean length	9.13
Min length	5
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

weaptype2
Highly correlated

This variable is highly correlated with weapsubtype2 and should be ignored for analysis

Correlation	0.93707

weaptype2_txt
Categorical

Distinct count	12
Unique (%)	< 0.1%
Missing (%)	91.9%
Missing (n)	110642

Firearms	4177
Incendiary	1749
Explosives	1654
Other values (8)	2217
(Missing)	110642

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Firearms	4177	< 0.1%
Incendiary	1749	< 0.1%
Explosives	1654	< 0.1%
Melee	1203	< 0.1%
Unknown	751	< 0.1%
Other	105	< 0.1%
Sabotage Equipment	50	< 0.1%
Vehicle (not to include vehicle-borne explosives, i.e., car or truck bombs)	48	< 0.1%
Chemical	44	< 0.1%
Fake Weapons	15	< 0.1%
(Missing)	110642	91.9%

Max length	75
Mean length	3.4558
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

weaptype3
Highly correlated

This variable is highly correlated with weapsubtype3 and should be ignored for analysis

Correlation	0.97232

weaptype3_txt
Categorical

Distinct count	11
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	118988

Firearms	646
Melee	334
Incendiary	265
Other values (7)	206
(Missing)	118988

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Firearms	646	< 0.1%
Melee	334	< 0.1%
Incendiary	265	< 0.1%
Explosives	100	< 0.1%
Other	37	< 0.1%
Unknown	37	< 0.1%
Vehicle (not to include vehicle-borne explosives, i.e., car or truck bombs)	14	< 0.1%
Sabotage Equipment	7	< 0.1%
Chemical	6	< 0.1%
Fake Weapons	5	< 0.1%
(Missing)	118988	> 99.9%

Max length	75
Mean length	3.0653
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

weaptype4
Highly correlated

This variable is highly correlated with weapsubtype4 and should be ignored for analysis

Correlation	0.99355

weaptype4_txt
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	120434

Firearms	4
Explosives	1
(Missing)	120434

Toggle details

Frequency
Composition

Value	Count	Frequency (%)
Firearms	4	< 0.1%
Explosives	1	< 0.1%
(Missing)	120434	> 99.9%

Max length	10
Mean length	3.0002
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

Matrix

Count

Heatmap

Dendrogram

First rows

	addnotes	alternative	alternative_txt	approxdate	attacktype1	attacktype1_txt	attacktype2	attacktype2_txt	attacktype3	attacktype3_txt	city	claim2	claim3	claimed	claimmode	claimmode2	claimmode2_txt	claimmode3	claimmode3_txt	claimmode_txt	compclaim	corp1	corp2	corp3	country	country_txt	crit1	crit2	crit3	dbsource	divert	doubtterr	eventid	gname	gname2	gname3	gsubname	gsubname2	gsubname3	guncertain2	guncertain3	hostkidoutcome	hostkidoutcome_txt	iday	imonth	INT_ANY	INT_IDEO	INT_LOG	iyear	kidhijcountry	latitude	location	longitude	motive	multiple	natlty1	natlty1_txt	natlty2	natlty2_txt	natlty3	natlty3_txt	ndays	nhostkid	nhostkidus	nhours	nkill	nkillter	nkillus	nperpcap	nperps	nreleased	nwound	nwoundte	nwoundus	propcomment	property	propextent	propextent_txt	propvalue	provstate	ransomamt	ransomamtus	ransomnote	ransompaid	ransompaidus	region	region_txt	related	resolution	scite1	scite2	scite3	specificity	success	summary	target1	target2	target3	targsubtype1	targsubtype1_txt	targsubtype2	targsubtype2_txt	targsubtype3	targsubtype3_txt	targtype1	targtype1_txt	targtype2	targtype2_txt	targtype3	targtype3_txt	weapdetail	weapsubtype1	weapsubtype1_txt	weapsubtype2	weapsubtype2_txt	weapsubtype3	weapsubtype3_txt	weapsubtype4	weapsubtype4_txt	weaptype1	weaptype1_txt	weaptype2	weaptype2_txt	weaptype3	weaptype3_txt	weaptype4	weaptype4_txt
0	NaN	NaN	NaN	NaN	3	Bombing/Explosion	NaN	NaN	NaN	NaN	Porto-Vecchio	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	69	France	1	1	1	PGIS	NaN	-9.0	199601000001	Corsican Separatists	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	1	0	0	0	1996	NaN	41.591369	NaN	9.278311	NaN	1.0	69.0	France	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	NaN	1	NaN	NaN	NaN	Corsica	NaN	NaN	NaN	NaN	NaN	8	Western Europe	199601000001, 199601000002	NaT	NaN	NaN	NaN	1.0	1	NaN	OFC Bldgs	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	Business	NaN	NaN	NaN	NaN	Explosive	16.0	Unknown Explosive Type	NaN	NaN	NaN	NaN	NaN	NaN	6	Explosives	NaN	NaN	NaN	NaN	NaN	NaN
1	NaN	NaN	NaN	NaN	3	Bombing/Explosion	NaN	NaN	NaN	NaN	Porto-Vecchio	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	69	France	1	1	1	PGIS	NaN	-9.0	199601000002	Corsican Separatists	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	1	0	0	0	1996	NaN	41.591369	NaN	9.278311	NaN	1.0	69.0	France	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	NaN	1	NaN	NaN	NaN	Corsica	NaN	NaN	NaN	NaN	NaN	8	Western Europe	199601000002, 199601000001	NaT	NaN	NaN	NaN	1.0	1	NaN	OFC Bldgs	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	Business	NaN	NaN	NaN	NaN	Explosive	16.0	Unknown Explosive Type	NaN	NaN	NaN	NaN	NaN	NaN	6	Explosives	NaN	NaN	NaN	NaN	NaN	NaN
2	NaN	1.0	Insurgency/Guerilla Action	NaN	1	Assassination	NaN	NaN	NaN	NaN	Karachi	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Govt	NaN	NaN	153	Pakistan	1	1	0	PGIS	NaN	1.0	199601010001	Unknown	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	1	-9	-9	-9	1996	NaN	24.891115	NaN	67.143311	NaN	0.0	153.0	Pakistan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4.0	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	NaN	0	NaN	NaN	NaN	Sindh	NaN	NaN	NaN	NaN	NaN	6	South Asia	NaN	NaT	NaN	NaN	NaN	1.0	1	NaN	Soldiers and 1 Policeman	NaN	NaN	34.0	Military Personnel (soldiers, troops, officers, forces)	NaN	NaN	NaN	NaN	4	Military	NaN	NaN	NaN	NaN	Firearm	5.0	Unknown Gun Type	NaN	NaN	NaN	NaN	NaN	NaN	5	Firearms	NaN	NaN	NaN	NaN	NaN	NaN
3	NaN	1.0	Insurgency/Guerilla Action	NaN	1	Assassination	NaN	NaN	NaN	NaN	Karachi	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Govt	NaN	NaN	153	Pakistan	1	1	0	PGIS	NaN	1.0	199601010002	Unknown	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	1	-9	-9	-9	1996	NaN	24.891115	NaN	67.143311	NaN	0.0	153.0	Pakistan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	NaN	0	NaN	NaN	NaN	Sindh	NaN	NaN	NaN	NaN	NaN	6	South Asia	NaN	NaT	NaN	NaN	NaN	1.0	1	NaN	Ranger Dost Mohammad	NaN	NaN	39.0	Paramilitary	NaN	NaN	NaN	NaN	4	Military	NaN	NaN	NaN	NaN	Firearm	5.0	Unknown Gun Type	NaN	NaN	NaN	NaN	NaN	NaN	5	Firearms	NaN	NaN	NaN	NaN	NaN	NaN
4	NaN	NaN	NaN	NaN	2	Armed Assault	NaN	NaN	NaN	NaN	Karachi	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Unk	NaN	NaN	153	Pakistan	1	1	1	PGIS	NaN	-9.0	199601010003	Unknown	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	1	-9	-9	-9	1996	NaN	24.891115	NaN	67.143311	NaN	0.0	153.0	Pakistan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	1.0	NaN	NaN	NaN	1	NaN	NaN	NaN	Sindh	NaN	NaN	NaN	NaN	NaN	6	South Asia	NaN	NaT	NaN	NaN	NaN	1.0	1	NaN	Passenger Train	NaN	NaN	100.0	Train/Train Tracks/Trolley	NaN	NaN	NaN	NaN	19	Transportation	NaN	NaN	NaN	NaN	Firearm	5.0	Unknown Gun Type	NaN	NaN	NaN	NaN	NaN	NaN	5	Firearms	NaN	NaN	NaN	NaN	NaN	NaN
5	NaN	NaN	NaN	NaN	2	Armed Assault	NaN	NaN	NaN	NaN	Karachi	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Unk	NaN	NaN	153	Pakistan	1	1	1	PGIS	NaN	-9.0	199601010004	Unknown	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	1	-9	-9	-9	1996	NaN	24.891115	NaN	67.143311	NaN	0.0	153.0	Pakistan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5.0	NaN	NaN	NaN	NaN	NaN	1.0	NaN	NaN	NaN	1	NaN	NaN	NaN	Sindh	NaN	NaN	NaN	NaN	NaN	6	South Asia	NaN	NaT	NaN	NaN	NaN	1.0	1	NaN	Residence	NaN	NaN	76.0	House/Apartment/Residence	NaN	NaN	NaN	NaN	14	Private Citizens & Property	NaN	NaN	NaN	NaN	Firearm	5.0	Unknown Gun Type	NaN	NaN	NaN	NaN	NaN	NaN	5	Firearms	NaN	NaN	NaN	NaN	NaN	NaN
6	NaN	2.0	Other Crime Type	NaN	1	Assassination	NaN	NaN	NaN	NaN	Karachi	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Unk	NaN	NaN	153	Pakistan	0	1	1	PGIS	NaN	1.0	199601010005	Unknown	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	1	-9	-9	-9	1996	NaN	24.891115	NaN	67.143311	NaN	0.0	153.0	Pakistan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	NaN	0	NaN	NaN	NaN	Sindh	NaN	NaN	NaN	NaN	NaN	6	South Asia	NaN	NaT	NaN	NaN	NaN	1.0	1	NaN	u/i male	NaN	NaN	67.0	Unnamed Civilian/Unspecified	NaN	NaN	NaN	NaN	14	Private Citizens & Property	NaN	NaN	NaN	NaN	Firearm	5.0	Unknown Gun Type	NaN	NaN	NaN	NaN	NaN	NaN	5	Firearms	NaN	NaN	NaN	NaN	NaN	NaN
7	NaN	2.0	Other Crime Type	NaN	1	Assassination	NaN	NaN	NaN	NaN	Karachi	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Unk	NaN	NaN	153	Pakistan	0	1	1	PGIS	NaN	1.0	199601010006	Unknown	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	1	-9	-9	-9	1996	NaN	24.891115	NaN	67.143311	NaN	0.0	153.0	Pakistan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	NaN	0	NaN	NaN	NaN	Sindh	NaN	NaN	NaN	NaN	NaN	6	South Asia	NaN	NaT	NaN	NaN	NaN	1.0	1	NaN	u/i male	NaN	NaN	67.0	Unnamed Civilian/Unspecified	NaN	NaN	NaN	NaN	14	Private Citizens & Property	NaN	NaN	NaN	NaN	Firearm	5.0	Unknown Gun Type	NaN	NaN	NaN	NaN	NaN	NaN	5	Firearms	NaN	NaN	NaN	NaN	NaN	NaN
8	NaN	2.0	Other Crime Type	NaN	1	Assassination	NaN	NaN	NaN	NaN	Karachi	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Unk	NaN	NaN	153	Pakistan	0	1	1	PGIS	NaN	1.0	199601010007	Unknown	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	1	-9	-9	-9	1996	NaN	24.891115	NaN	67.143311	NaN	0.0	153.0	Pakistan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	NaN	0	NaN	NaN	NaN	Sindh	NaN	NaN	NaN	NaN	NaN	6	South Asia	NaN	NaT	NaN	NaN	NaN	1.0	1	NaN	u/i male	NaN	NaN	67.0	Unnamed Civilian/Unspecified	NaN	NaN	NaN	NaN	14	Private Citizens & Property	NaN	NaN	NaN	NaN	Firearm	5.0	Unknown Gun Type	NaN	NaN	NaN	NaN	NaN	NaN	5	Firearms	NaN	NaN	NaN	NaN	NaN	NaN
9	NaN	2.0	Other Crime Type	NaN	1	Assassination	NaN	NaN	NaN	NaN	Karachi	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Unk	NaN	NaN	153	Pakistan	0	1	1	PGIS	NaN	1.0	199601010008	Unknown	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	1	-9	-9	-9	1996	NaN	24.891115	NaN	67.143311	NaN	0.0	153.0	Pakistan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	NaN	0	NaN	NaN	NaN	Sindh	NaN	NaN	NaN	NaN	NaN	6	South Asia	NaN	NaT	NaN	NaN	NaN	1.0	1	NaN	u/i male	NaN	NaN	67.0	Unnamed Civilian/Unspecified	NaN	NaN	NaN	NaN	14	Private Citizens & Property	NaN	NaN	NaN	NaN	Firearm	5.0	Unknown Gun Type	NaN	NaN	NaN	NaN	NaN	NaN	5	Firearms	NaN	NaN	NaN	NaN	NaN	NaN

Last rows

	addnotes	alternative	alternative_txt	approxdate	attacktype1	attacktype1_txt	attacktype2	attacktype2_txt	attacktype3	attacktype3_txt	city	claim2	claim3	claimed	claimmode	claimmode2	claimmode2_txt	claimmode3	claimmode3_txt	claimmode_txt	compclaim	corp1	corp2	corp3	country	country_txt	crit1	crit2	crit3	dbsource	divert	doubtterr	eventid	gname	gname2	gname3	gsubname	gsubname2	gsubname3	guncertain2	guncertain3	hostkidoutcome	hostkidoutcome_txt	iday	imonth	INT_ANY	INT_IDEO	INT_LOG	INT_MISC	ishostkid	iyear	kidhijcountry	latitude	location	longitude	motive	natlty1	natlty1_txt	natlty2	natlty2_txt	natlty3	natlty3_txt	ndays	nhostkid	nhostkidus	nhours	nkill	nperps	nreleased	nwound	propcomment	property	propextent	propextent_txt	propvalue	provstate	ransom	ransomamt	ransomamtus	ransomnote	ransompaid	ransompaidus	region	region_txt	related	resolution	scite1	scite2	scite3	specificity	success	summary	target1	target2	target3	targsubtype1	targsubtype1_txt	targsubtype2	targsubtype2_txt	targsubtype3	targsubtype3_txt	targtype1	targtype1_txt	targtype2	targtype2_txt	targtype3	targtype3_txt	vicinity	weapdetail	weapsubtype1	weapsubtype1_txt	weapsubtype2	weapsubtype2_txt	weapsubtype3	weapsubtype3_txt	weapsubtype4	weapsubtype4_txt	weaptype1	weaptype1_txt	weaptype2	weaptype2_txt	weaptype3	weaptype3_txt	weaptype4	weaptype4_txt
120429	The victims included Senior Police Officer 4 Max Kaibat, Police Officer 3 Jalison Abdullah and Police Officers 1 Archie Ansare Amelista, Ricardo Almonia, Alimodin Nuphay and Zainoden Abdullah. Casualty numbers conflict across sources. Following GTD protocol, the majority reliable estimates are reported here.	NaN	NaN	NaN	3	Bombing/Explosion	NaN	NaN	NaN	NaN	Shariff Aguak	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Philippine National Police (PNP)	NaN	NaN	160	Philippines	1	1	1	START Primary Collection	NaN	0.0	201712310016	Bangsamoro Islamic Freedom Movement (BIFM)	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	31	12	0	0	0	0	0.0	2017	NaN	6.862806	The incident occurred in the Poblacion Mother area of the Tuayan neighborhood.	124.443649	NaN	160.0	Philippines	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	-99.0	NaN	5.0	A police vehicle was damaged in this attack.	1	3.0	Minor (likely < $1 million)	-99.0	Maguindanao	NaN	NaN	NaN	NaN	NaN	NaN	5	Southeast Asia	NaN	NaN	"3 dead, scores injured in Mindanao blasts," Manila Times (Philippines), January 2, 2018.	"Cop, 2 others killed in bomb blasts in Mindanao," Philippines Daily Inquirer, January 1, 2018.	"Cop killed, 7 injured in Maguindanao IED blasts," Philippine Star, January 1, 2018.	1.0	1	12/31/2017: A roadside bomb detonated targeting a police vehicle in Poblacion Mother, Tuayan, Shariff Aguak, Maguindanao, Philippines. A police officer was killed and five others were injured in the blast. No group claimed responsibility for the incident; however, sources attributed the attack to the Bangsamoro Islamic Freedom Movement (BIFM).	Patrol	NaN	NaN	23.0	Police Patrol (including vehicles and convoys)	NaN	NaN	NaN	NaN	3	Police	NaN	NaN	NaN	NaN	0	A roadside bomb was used in the attack.	16.0	Unknown Explosive Type	NaN	NaN	NaN	NaN	NaN	NaN	6	Explosives	NaN	NaN	NaN	NaN	NaN	NaN
120430	NaN	NaN	NaN	NaN	7	Facility/Infrastructure Attack	NaN	NaN	NaN	NaN	Spinetoli	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Unknown	NaN	NaN	98	Italy	1	1	1	START Primary Collection	NaN	0.0	201712310017	Unknown	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	31	12	-9	-9	-9	0	0.0	2017	NaN	42.888982	The incident occurred in the Ascoli Piceno district.	13.772795	The specific motive is unknown; however, sources noted that the targeted building housed migrants.	98.0	Italy	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.0	-99.0	NaN	0.0	A migrants' center was damaged in this attack.	1	4.0	Unknown	-99.0	Marche	NaN	NaN	NaN	NaN	NaN	NaN	8	Western Europe	NaN	NaN	"Arson attack probed as racial crime," Ansa.it, January 2, 2018.	"Ascoli, a building destined for migrants goes to fire: arson," Corriere della Sera website, Milan, January 2, 2018.	NaN	1.0	1	12/31/2017: Assailants set fire to a migrants' center in Spinetoli, Marche, Italy. There were no reported casualties. No group claimed responsibility for the incident.	Migrant Center	NaN	NaN	65.0	Refugee (including Camps/IDP/Asylum Seekers)	NaN	NaN	NaN	NaN	14	Private Citizens & Property	NaN	NaN	NaN	NaN	0	NaN	18.0	Arson/Fire	NaN	NaN	NaN	NaN	NaN	NaN	8	Incendiary	NaN	NaN	NaN	NaN	NaN	NaN
120431	NaN	NaN	NaN	NaN	2	Armed Assault	NaN	NaN	NaN	NaN	Kohistan district	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	National Uprising Movement (NUM)	NaN	NaN	4	Afghanistan	1	1	1	START Primary Collection	NaN	0.0	201712310018	Taliban	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	31	12	0	0	0	0	0.0	2017	NaN	35.315467	NaN	64.815508	The specific motive is unknown; however, sources stated that the Taliban had warned one of the victims against collaborating with the government.	4.0	Afghanistan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	6.0	-99.0	NaN	0.0	NaN	0	NaN	NaN	NaN	Faryab	NaN	NaN	NaN	NaN	NaN	NaN	6	South Asia	NaN	NaN	"Six Members Of One Family Shot Dead In Faryab," Tolo News, January 1, 2018.	"Highlights: Pakistan Pashto Press 02 January 2018," Summary, January 2, 2018.	NaN	3.0	1	12/31/2017: Assailants attacked the house of a public uprising member in Kohistan district, Faryab, Afghanistan. Six relatives of the uprising member were killed in the attack. No group claimed responsibility for the incident; however, sources attributed the attack to the Taliban.	House of Member	NaN	NaN	94.0	Non-State Militia	NaN	NaN	NaN	NaN	17	Terrorists/Non-State Militia	NaN	NaN	NaN	NaN	0	NaN	5.0	Unknown Gun Type	NaN	NaN	NaN	NaN	NaN	NaN	5	Firearms	NaN	NaN	NaN	NaN	NaN	NaN
120432	NaN	NaN	NaN	NaN	6	Hostage Taking (Kidnapping)	NaN	NaN	NaN	NaN	Hungrum	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NC Hills Autonomous Council	NaN	NaN	92	India	1	1	1	START Primary Collection	NaN	0.0	201712310019	Zeliangrong United Front	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5.0	Successful Rescue	31	12	0	0	0	0	1.0	2017	NaN	25.180162	The incident occurred in the Dima Hasao district, near the border with Manipur.	93.015788	NaN	92.0	India	NaN	NaN	NaN	NaN	NaN	1.0	0.0	14.0	0.0	-99.0	1.0	0.0	NaN	0	NaN	NaN	NaN	Assam	0.0	NaN	NaN	NaN	NaN	NaN	6	South Asia	NaN	NaN	"Abducted PSO rescued within 11 hours," The Sentinel, January 1, 2018.	NaN	NaN	2.0	1	12/31/2017: Assailants abducted Prafulla Phukan, a personal security officer (PSO), from Hungrum, Assam, India. Phukan was rescued by security forces the following morning. No group claimed responsibility for the incident; however, sources attributed the attack to the Zeliangrong United Front.	Personal Security Officer of Council Member Ihuing Pame: Prafulla Phukan	NaN	NaN	15.0	Politician or Political Party Movement/Meeting/Rally	NaN	NaN	NaN	NaN	2	Government (General)	NaN	NaN	NaN	NaN	0	A 9-mm carbine rifle was used in the attack.	2.0	Automatic or Semi-Automatic Rifle	NaN	NaN	NaN	NaN	NaN	NaN	5	Firearms	NaN	NaN	NaN	NaN	NaN	NaN
120433	NaN	NaN	NaN	NaN	3	Bombing/Explosion	NaN	NaN	NaN	NaN	Maymana	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Unknown	NaN	NaN	4	Afghanistan	1	1	1	START Primary Collection	NaN	0.0	201712310020	Unknown	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	31	12	-9	-9	-9	0	0.0	2017	NaN	35.921051	NaN	64.774544	NaN	4.0	Afghanistan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.0	-99.0	NaN	4.0	A shop was damaged in this attack.	1	3.0	Minor (likely < $1 million)	-99.0	Faryab	NaN	NaN	NaN	NaN	NaN	NaN	6	South Asia	NaN	NaN	"4 people injured in Farayb explosion," Pajhwok Afghan News, December 31, 2017.	NaN	NaN	1.0	1	12/31/2017: An explosive device detonated at a jewelry shop in Maymana, Faryab, Afghanistan. Four people were injured in the blast. No group claimed responsibility for the incident.	Jewelry Shop	NaN	NaN	7.0	Retail/Grocery/Bakery	NaN	NaN	NaN	NaN	1	Business	NaN	NaN	NaN	NaN	0	NaN	16.0	Unknown Explosive Type	NaN	NaN	NaN	NaN	NaN	NaN	6	Explosives	NaN	NaN	NaN	NaN	NaN	NaN
120434	NaN	1.0	Insurgency/Guerilla Action	NaN	2	Armed Assault	NaN	NaN	NaN	NaN	Ceelka Geelow	NaN	NaN	1.0	10.0	NaN	NaN	NaN	NaN	Unknown	NaN	Somali National Army (SNA)	NaN	NaN	182	Somalia	1	1	0	START Primary Collection	NaN	1.0	201712310022	Al-Shabaab	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	31	12	0	0	0	0	0.0	2017	NaN	2.359673	The incident occurred near the town of Balcad.	45.385034	NaN	182.0	Somalia	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	-99.0	NaN	2.0	NaN	-9	NaN	NaN	NaN	Middle Shebelle	NaN	NaN	NaN	NaN	NaN	NaN	11	Sub-Saharan Africa	NaN	NaN	"Somalia: Al-Shabaab Militants Attack Army Checkpoint in Middle Shabeelle Region," Hiiraan Online, January 1, 2018.	"Highlights: Somalia Daily Media Highlights 2 January 2018," Summary, January 3, 2018.	"Highlights: Somalia Daily Media Highlights 1 January 2018," Summary, January 2, 2018.	2.0	1	12/31/2017: Assailants opened fire on a Somali National Army (SNA) checkpoint in Ceelka Geelow, Middle Shebelle, Somalia. At least one soldier was killed and two soldiers were injured in the ensuing clash. Al-Shabaab claimed responsibility for the attack.	Checkpoint	NaN	NaN	36.0	Military Checkpoint	NaN	NaN	NaN	NaN	4	Military	NaN	NaN	NaN	NaN	0	NaN	5.0	Unknown Gun Type	NaN	NaN	NaN	NaN	NaN	NaN	5	Firearms	NaN	NaN	NaN	NaN	NaN	NaN
120435	NaN	1.0	Insurgency/Guerilla Action	NaN	3	Bombing/Explosion	NaN	NaN	NaN	NaN	Jableh	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Russian Air Force	NaN	NaN	200	Syria	1	1	0	START Primary Collection	NaN	1.0	201712310029	Muslim extremists	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	31	12	1	-9	-9	1	0.0	2017	NaN	35.407278	The incident occurred at the Humaymim Airport.	35.942679	NaN	167.0	Russia	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	-99.0	NaN	7.0	Seven military planes were damaged in this attack.	1	4.0	Unknown	-99.0	Lattakia	NaN	NaN	NaN	NaN	NaN	NaN	10	Middle East & North Africa	NaN	NaN	"Putin's 'victory' in Syria has turned into a farce - Turchynov," MENA English (Middle East and North Africa Financial Network), January 5, 2018.	"Two Russian soldiers killed at Hmeymim base in Syria," Ansamed, January 4, 2018.	"Two Russian servicemen killed in Syria mortar attack," Turkish Daily, January 4, 2018.	1.0	1	12/31/2017: Assailants launched mortars at the Hmeymim Air Base in Jableh, Lattakia, Syria. Two Russian soldiers were killed and ten people were injured in the attack. No group claimed responsibility for the incident; however, sources attributed the attack to Muslim extremists.	Hmeymim Air Base	NaN	NaN	27.0	Military Barracks/Base/Headquarters/Checkpost	NaN	NaN	NaN	NaN	4	Military	NaN	NaN	NaN	NaN	1	Mortars were used in the attack.	11.0	Projectile (rockets, mortars, RPGs, etc.)	NaN	NaN	NaN	NaN	NaN	NaN	6	Explosives	NaN	NaN	NaN	NaN	NaN	NaN
120436	NaN	NaN	NaN	NaN	7	Facility/Infrastructure Attack	NaN	NaN	NaN	NaN	Kubentog	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Not Applicable	NaN	NaN	160	Philippines	1	1	1	START Primary Collection	NaN	0.0	201712310030	Bangsamoro Islamic Freedom Movement (BIFM)	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	31	12	0	0	0	0	0.0	2017	NaN	6.900742	The incident occurred in the Datu Hoffer district.	124.437908	NaN	160.0	Philippines	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.0	-99.0	NaN	0.0	Houses were damaged in this attack.	1	4.0	Unknown	-99.0	Maguindanao	NaN	NaN	NaN	NaN	NaN	NaN	5	Southeast Asia	NaN	NaN	"Maguindanao clashes trap tribe members," Philippines Daily Inquirer, January 3, 2018.	NaN	NaN	2.0	1	12/31/2017: Assailants set fire to houses in Kubentog, Datu Hoffer, Maguindanao, Philippines. There were no reported casualties in the attack. No group claimed responsibility for the incident; however, sources attributed the attack to the Bangsamoro Islamic Freedom Movement (BIFM).	Houses	NaN	NaN	76.0	House/Apartment/Residence	NaN	NaN	NaN	NaN	14	Private Citizens & Property	NaN	NaN	NaN	NaN	0	NaN	18.0	Arson/Fire	NaN	NaN	NaN	NaN	NaN	NaN	8	Incendiary	NaN	NaN	NaN	NaN	NaN	NaN
120437	NaN	NaN	NaN	NaN	3	Bombing/Explosion	NaN	NaN	NaN	NaN	Imphal	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Forest Department Manipur	NaN	NaN	92	India	1	1	1	START Primary Collection	NaN	0.0	201712310031	Unknown	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	31	12	-9	-9	-9	0	0.0	2017	NaN	24.798346	The incident occurred in the Mantripukhri neighborhood.	93.940430	NaN	92.0	India	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.0	-99.0	NaN	0.0	NaN	-9	NaN	NaN	NaN	Manipur	NaN	NaN	NaN	NaN	NaN	NaN	6	South Asia	NaN	NaN	"Trader escapes grenade attack in Imphal," Business Standard India, January 3, 2018.	NaN	NaN	1.0	0	12/31/2017: Assailants threw a grenade at a Forest Department office in Mantripukhri neighborhood, Imphal, Manipur, India. No casualties were reported in the blast. No group claimed responsibility for the incident.	Office	NaN	NaN	21.0	Government Building/Facility/Office	NaN	NaN	NaN	NaN	2	Government (General)	NaN	NaN	NaN	NaN	0	A thrown grenade was used in the attack.	7.0	Grenade	NaN	NaN	NaN	NaN	NaN	NaN	6	Explosives	NaN	NaN	NaN	NaN	NaN	NaN
120438	NaN	NaN	NaN	NaN	3	Bombing/Explosion	NaN	NaN	NaN	NaN	Cotabato City	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Unknown	NaN	NaN	160	Philippines	1	1	1	START Primary Collection	NaN	0.0	201712310032	Unknown	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	31	12	-9	-9	-9	0	0.0	2017	NaN	7.209594	NaN	124.241966	NaN	160.0	Philippines	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.0	-99.0	NaN	0.0	NaN	0	NaN	NaN	NaN	Maguindanao	NaN	NaN	NaN	NaN	NaN	NaN	5	Southeast Asia	NaN	NaN	"Security tightened in Cotabato following IED discovery," Tempo, January 4, 2018.	"Security tightened in Cotabato City," Manila Bulletin, January 3, 2018.	NaN	1.0	0	12/31/2017: An explosive device was discovered and defused at a plaza in Cotabato City, Maguindanao, Philippines. No group claimed responsibility for the incident.	Unknown	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	20	Unknown	NaN	NaN	NaN	NaN	0	An explosive device containing a detonating cord, a battery, and a blasting cap was used in the attack.	16.0	Unknown Explosive Type	NaN	NaN	NaN	NaN	NaN	NaN	6	Explosives	NaN	NaN	NaN	NaN	NaN	NaN

Overview

Variables

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Missing values

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